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Project Phoenix – Figma
figma.com
Platform Sprint Project Phoenix – Figma
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Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
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SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
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customers","depth":18,"help_text":"","role_description":"link","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Automatically hard delete data for churned customers","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXLink","text":"Change emoji Ask Jiminny Anything on Call level","depth":18,"help_text":"","role_description":"link","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Ask Jiminny Anything on Call level","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXLink","text":"Change emoji Ask Jiminny for Open and Closed Deals","depth":18,"help_text":"","role_description":"link","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Ask Jiminny for Open and Closed 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Tiering","depth":18,"help_text":"","role_description":"link","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Product Tiering","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXLink","text":"Change emoji Recording Consent","depth":18,"help_text":"","role_description":"link","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Recording Consent","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXLink","text":"Change emoji Automated CRM Filling","depth":18,"help_text":"","role_description":"link","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Automated CRM Filling","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXLink","text":"Change emoji Automated Exec Reports","depth":18,"help_text":"","role_description":"link","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Automated Exec Reports","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXLink","text":"Change emoji Auto-detect Activity Type","depth":18,"help_text":"","role_description":"link","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false}]...
|
-3702749180453347833
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-7043726418325639545
|
click
|
hybrid
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NULL
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Project Phoenix – Figma
figma.com
Platform Sprint Project Phoenix – Figma
figma.com
Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
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Project Phoenix – Figma
Close tab
Jiminny MCP Connector - Product - Confluence
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Jiminny Mail
Jiminny Mail
[JY-20500] Batch initial sync for Salesforce - Jira
[JY-20500] Batch initial sync for Salesforce - Jira
Feed — jiminny — Sentry
Feed — jiminny — Sentry
Jiminny
Jiminny
Pipelines - jiminny/app
Pipelines - jiminny/app
Formalize
Formalize
[SRD-6793] Les Mills activity types not pulling in - Jira
[SRD-6793] Les Mills activity types not pulling in - Jira
Search results: calendar | Jiminny Help Center
Search results: calendar | Jiminny Help Center
Jiminny
Jiminny
Jiminny
Jiminny
Jiminny
Jiminny
Edit - Engineering - Confluence
Edit - Engineering - Confluence
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
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Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
iTerm2ShellEditViewSessionScriptsProfilesWindowHelpDaily - Platform • in 28 m100% <}78screenpipe"Wed 22 Apr 9:17:07181DOCKER• ₴1-zsh282-zsh* Build full day ac...84|screenpipe*885-zsh86APP (-zsh)87ec2-user@ip-10-30-... *8checklatestchanges here: https://github.com/screenpipe/screenpipe/releases2026-04-22709:15:20.742788Z2026-04-22109:15:20.75582422026-04-22T09:15:20.769629Z2026-04-22T09:15:20.769680Z2026-04-22T09:15:20.769789Z2026-04-22T09:15:20.770644Z2026-04-22T09:15:20.778181Z2026-04-22T09:15:20.789960Z2026-04-22709:15:21.591614Z2026-04-22T09:15:21.591646Z2026-04-22T09:15:21.591751Z2026-04-22109:15:21.91908822026-04-22T09:15:21.919141Z2026-04-22T09:15:21.919158Z2026-04-22T09:15:21.919163Z2026-04-22T09:15:21.919167ZINFOINFOINFOINFOINFOINFOINFOINFOINFOINFOINFOINFOINFOINFOINFOINFOscreenpipe:starting UIevent capturescreenpipe_engine::ui_recorder: Starting UI event capturescreenpipe_engine::ui_recorder: UI recording session started: e7729066-2ab4-4bf0-9d48-0c9790a4ee79screenpipe_engine:: calendar_speaker_id: speaker identification: started (user_name=<not set>)screenpipe_engine::hot_frame_cache: hot_frame_cache: warmingfrom DB (2026-04-21 06:15:20.769785 UTC to2026-04-2206:15:20.769785 UTC)screenpipe_engine: :meeting_detector: meeting v2: detection loop started (base_interval=5s, profiles=12)screenpipe_engine::server: Server listening on [IP_ADDRESS]:3030screenpipe_connect: :mdns: mdns: advertising screenpipe on port 3030screenpipe_engine::vision_manager::manager: Starting vision recordingfor monitor 1 (1440x900)screenpipe_engine::vision_manager::manager: Starting event-driven capture for monitor 1 (device: monitor_1)screenpipe_engine::event_driven_capture: event-driven capture startedfor monitor 1 device: monitor_1)screenpipe_engine::vision_manager::manager: Starting vision recordingfor monitor 2 3008x1253)screenpipe_engine::vision_manager::manager: Starting event-driven capture for monitor 2 (device: monitor_2)screenpipe_engine::vision_manager::manager: VisionManagerstarted with 2/2 monitor(s)screenpipe_engine:: event_driven_capture: event-driven capture startedfor monitor 2 (device: monitor_2)screenpipe_engine::vision_manager::monitor_watcher: Starting monitor watcher (event-driven via CGDisplayRegisterReconfigurationCallback, 60s backstop poll)2026-04-22T09:15:23.315305ZINFO sck_rs::stream_manager:persistent SCKstream started for display 1 (1440x900, 2fps, 3 excluded)2026-04-22T09:15:23.445619ZINFO screenpipe_engine::event_driven_capture: startup capture for monitor 1: frame_id=68471, dur=74ms2026-04-22T09:15:23.697846ZINFO2026-04-22T09:15:23.856559Zsck_rs::stream_manager: persistent SCK stream started for display 2 (3008x1253, 2fps, 3 excluded)INFO screenpipe_engine::event_driven_capture: startup capture for monitor 2: frame_id=68472, dur=115ms2026-04-22T09:15:23.858032ZINFO sck_rs::stream_manager:invalidated persistent stream for display 22026-04-22T09:15:25.542035ZWARN sqlx::query:summary="SELECT f.id, f.timestamp, f.offset_index, _"db.statement="\n\nSELECT\nf.timestamp, \nf.offset_index, \n COALESCE(\nSUBSTR(f.full_text,1,200), \nSUBSTR(f.accessibility_text, 1, 200), \nf.id,\n\nSELECT\nSUBSTR(ot.text, 1, 200)\nFROM\nocr_text ot\nWHERE\not.frame_id= f.id\nLIMIT\n1\n)\n ) as text, \n COALESCE(\nf.app_name, \nA\nSELECT\not.app_name\nFROM\nocr_textot\nWHERE\not.frame_id = f.id\nLIMIT\n1\nFROM\nocr_text ot\nWHERE\not.frame_id = f.id\n)\n) as app_name, \nCOALESCE(\nSELECT\not.window_name\nLIMIT \n1\n)\n ) as window_name, \n COALESCE(vc.device_name, f.device_name) as screen_device, \nCOALESCE(vc.file_path, f.snapshot_path) as video_path, \n COALESCE(vc.fps, 0.033) as chunk_fps, \ns vc ON f.video_chunk_id= vc.id\nWHERE\nf.timestamp >= ?1\n AND f.timestamp <= ?2\nf.browser_url,\nf.machine_id\nFROM\nframes f\nLEFT JOIN video_chunktampDESC, \nf.offset_indexDESC\nLIMIT\nAND COALESCE(vc.file_path,f.snapshot_path,'*) NOT LIKE 'cloud://%'\nORDER BY\nf.times10000\n"2026-04-22T09:15:25.568771Zrows_affected=0 rows_returned=7744 elapsed-4.771776083sINFO screenpipe_engine::hot_frame_cache: hot_frame_cache: warmed with 7744 frame entries, coverage from 2026-04-21 06:15:20.769785 UTC2026-04-22T09:15:32.415224ZINFO sck_rs::stream_manager:persistent SCK stream started for display 2 (3008x1253, 2fps, 3 excluded)2026-04-22T09:15:41.941919ZINFOscreenpipe_engine: :event_driven_capture: content dedup: skipping capture for monitor 2 (hash=357539612469251678, trigger=click)2026-04-22T09:15:43.170779Z2026-04-22T09:16:22.411707ZINFO screenpipe_engine::event_driven_capture: content dedup: skipping capture for monitor 2 (hash=357539612469251678, trigger=visual_change)INFO screenpipe_engine::event_driven_capture: content dedup: skipping capture for monitor 2 (hash=5959696770819639860, trigger=visual_change)2026-04-22T09:16:26.239896ZWARN sqlx::query:summary="SELECT id, snapshot_path, device_name,FROM\nframes\nWHERE\nsnapshot_path IS NOT NULL\nAND timestamp < ?1\nORDER BY\n-"snapshot_path, \n device_name, \ntimestamp\ndevice_name, \ntimestamp ASC\nLIMIT\n 5000\n" rows_affected-0 rows_returned-62 elapsed-5.530699458s2026-04-22T09:16:26.240084Z2026-04-22T09:16:28.044386Z2026-04-22709:16:30.086623Z2026-04-22T09:16:31.962480ZINFOscreenpipe_engine::snapshot_compaction: snapshotcompaction: found 62eligibleframesINFOINFOscreenpipe_engine::snapshot_compaction: snapshot compaction: 30 frames,4.7MB → 0.2MB (19.7x), 30 JPEGSdeletedscreenpipe_engine::snapshot_compaction: snapshot compaction: 30 frames,4.3MB → 0.1MB (30.2x), 30 JPEGSdeletedINFO screenpipe_engine::event_driven_capture: content dedup: skipping capture for monitor 2 (hash=5959696770819639860, trigger=visual_change)...
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/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776838628682_m2.jpg...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Close tab
Jiminny Mail
Jiminny Mail
[JY-20500] Batch initial sync for Salesforce - Jira
[JY-20500] Batch initial sync for Salesforce - Jira
Feed — jiminny — Sentry
Feed — jiminny — Sentry
Jiminny
Jiminny
Pipelines - jiminny/app
Pipelines - jiminny/app
Formalize
Formalize
[SRD-6793] Les Mills activity types not pulling in - Jira
[SRD-6793] Les Mills activity types not pulling in - Jira
Search results: calendar | Jiminny Help Center
Search results: calendar | Jiminny Help Center
Jiminny
Jiminny
Jiminny
Jiminny
Jiminny
Jiminny
Edit - Engineering - Confluence
Edit - Engineering - Confluence
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes Change emoji
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Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Updated 19h ago
Updated 19h ago
Lukas Kovalik (Viewing)
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 11 min
11 min
Views 9
9
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below.
Provide customers with example workflows to get started quickly
MEDIUM
A workflow is usually multiple steps, maybe multiple tools, still focused on one outcome.
See examples in table below.
Allow customers to use predefined Jiminny skills for common workflows
MEDIUM
Anthropic describes Skills as
folders that include instructions, scripts, and resources
that Claude can load when relevant, and as a way to teach Claude repeatable workflows, preferences, and domain expertise once instead of re-explaining them every time. Skills - a reusable
package of behavior
that can include prompts, instructions, resources, and sometimes scripts/tools for a broader job.
Claude skills -
What are Skills? | Claude Help Center
What are Skills? | Claude Help Center
Agent Skills | Cursor Docs
Agent Skills | Cursor Docs
https://resources.anthropic.com/hubfs/The-Complete-Guide-to-Building-Skill-for-Claude.pdf?hsLang=en&utm_source=chatgpt.com
https://resources.anthropic.com/hubfs/The-Complete-Guide-to-Building-Skill-for-Claude.pdf?hsLang=en&utm_source=chatgpt.com
See examples in table below.
Jiminny UI widget for OpenAI
MEDIUM
Build your MCP server – Apps SDK | OpenAI Developers
Build your MCP server – Apps SDK | OpenAI Developers
Open image.png
The reason to have this is to make certain Jiminny use cases much easier than pure chat.
Instead of ChatGPT only replying with text like “Here are the last 5 ACME calls,” it could also show a
visual Jiminny card or mini-app
inside the chat. That widget could list calls, show a deal summary, let the user filter by rep/date/account, open a transcript section, or save a snippet—while the conversation continues in normal chat alongside it.
For Jiminny, the best widget use cases are the ones where users need to
browse or compare
rather than ask one-off questions. A strong example is
deal review
: the user asks ChatGPT, “What is the status of the ACME deal?” ChatGPT calls your Jiminny
MCP
tools, and the widget shows a compact deal view with recent calls, risks, next steps, stakeholders, and links to transcripts/snippets. The chat can still summarize the answer in words, but the widget gives a clearer, scannable interface.
Another good Jiminny widget use case is
call search and exploration
. A text answer can say “I found 12 calls mentioning pricing objections,” but a widget could show a sortable list with date, rep, account, score, and objection count, then let the user click into one call to see the exact excerpt or jump to a transcript section.
Allow customers to run long-running analyses asynchronously and retrieve progress/results
LOW
Some requests/questions require analysis of Hugh volumes of data. For those, it may be better to:
start the job
let it run in the background
return a status like “in progress”
let the client come back for the result later
For example - User asks in Claude:
“Analyse all calls from this quarter and tell me the top 5 objections by segment.”
That might require:
searching lots of calls
pulling many summaries/transcripts
aggregating results
Instead of making Claude wait 45+ seconds, Jiminny could:
create an analysis job
return: job_id = 123, status = running
We need this in order to support:
large-scale analysis
multi-call aggregation across lots of data
playlist generation across many calls
heavy recap/report generation
Creating a snippet through the
MCP
LOW
Create a shareable snippet from a call recording by specifying a time range. Useful for highlighting key moments — objection handling, pricing discussions, competitive mentions — and sharing them with your team.
example request:
{
"tool": "create_snippet",
"arguments": {
"call_id": "call_123",
"start_time": "00:18:24",
"end_time": "00:19:10",
"title": "Pricing objection"
}
}
example response:
{
"snippet_id": "snip_987",
"title": "Pricing objection",
"share_url": "
https://app.jiminny.com/snippets/snip_987
https://app.jiminny.com/snippets/snip_987
"
}
Ability to add recordings or snippets to a playlist
LOW
Allow customers to create libraries of calls automatically. They can use those for onboarding or other purposes
Allow AI tools to read reusable Jiminny resources
LOW
Clay is now available as a connector in Claude - The GTM with Clay Blog
Clay is now available as a connector in Claude - The GTM with Clay Blog
Planhat MCP Server & Skill — 17 Tools
Planhat MCP Server & Skill — 17 Tools
fathom
Resources are useful for data that should be
read consistently
rather than recomputed every time. In Jiminny terms, that could be:
current deal snapshot
account summary
weekly rep recap
approved talk tracks / objection handling guidance
curated playlists or snippet libraries
This is useful because an AI can consume these directly as context, instead of repeatedly stitching together many tool calls.
Ability to write coaching notes in Jiminny through
MCP
LOW
Requirement
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
Allow customers to access call data through AI tools
Allow customers to search and query calls using AI tools
Provide structured insights so customers can generate better outputs
Allow customers to understand deal status across multiple calls/emails
Ensure the AI can easily understand the schema of the data coming from Jiminny
Allow customers to securely control who and what data is accessible externally
Private meetings shouldn’t be exposed via
MCP
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
MCP
is available only for Scale tier and above
Provide visibility into how external AI tools access Jiminny data
Provide customers with example prompts to get started quickly
Provide customers with example workflows to get started quickly
Allow customers to use predefined Jiminny skills for common workflows
Jiminny UI widget for OpenAI
Allow customers to run long-running analyses asynchronously and retrieve progress/results
Creating a snippet through the
MCP
Ability to add recordings or snippets to a playlist
Allow AI tools to read reusable Jiminny resources
Ability to write coaching notes in Jiminny through
MCP
Importance
No sort applied to the column
HIGH
HIGH
HIGH...
|
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Skills - a reusable","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"package of behavior","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"that can include prompts, instructions, resources, and sometimes scripts/tools for a broader job.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Claude skills -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"What are Skills? | Claude Help Center","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"What are Skills? | Claude Help Center","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Agent Skills | Cursor Docs","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Agent Skills | Cursor Docs","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXLink","text":"https://resources.anthropic.com/hubfs/The-Complete-Guide-to-Building-Skill-for-Claude.pdf?hsLang=en&utm_source=chatgpt.com","depth":20,"help_text":"","role_description":"link","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"https://resources.anthropic.com/hubfs/The-Complete-Guide-to-Building-Skill-for-Claude.pdf?hsLang=en&utm_source=chatgpt.com","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"See examples in table below.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny UI widget for OpenAI","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MEDIUM","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Build your MCP server – Apps SDK | OpenAI Developers","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Build your MCP server – Apps SDK | OpenAI Developers","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Open image.png","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"The reason to have this is to make certain Jiminny use cases much easier than pure chat.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Instead of ChatGPT only replying with text like “Here are the last 5 ACME calls,” it could also show a","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"visual Jiminny card or mini-app","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"inside the chat. That widget could list calls, show a deal summary, let the user filter by rep/date/account, open a transcript section, or save a snippet—while the conversation continues in normal chat alongside it.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"For Jiminny, the best widget use cases are the ones where users need to","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"browse or compare","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rather than ask one-off questions. A strong example is","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"deal review","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":": the user asks ChatGPT, “What is the status of the ACME deal?” ChatGPT calls your Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"tools, and the widget shows a compact deal view with recent calls, risks, next steps, stakeholders, and links to transcripts/snippets. The chat can still summarize the answer in words, but the widget gives a clearer, scannable interface.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Another good Jiminny widget use case is","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"call search and exploration","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":". A text answer can say “I found 12 calls mentioning pricing objections,” but a widget could show a sortable list with date, rep, account, score, and objection count, then let the user click into one call to see the exact excerpt or jump to a transcript section.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to run long-running analyses asynchronously and retrieve progress/results","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"LOW","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Some requests/questions require analysis of Hugh volumes of data. 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They can use those for onboarding or other purposes","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow AI tools to read reusable Jiminny resources","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"LOW","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Clay is now available as a connector in Claude - The GTM with Clay Blog","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Clay is now available as a connector in Claude - The GTM with Clay Blog","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Planhat MCP Server & Skill — 17 Tools","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Planhat MCP Server & Skill — 17 Tools","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"fathom","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Resources are useful for data that should be","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"read consistently","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rather than recomputed every time. In Jiminny terms, that could be:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"current deal snapshot","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account summary","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"weekly rep recap","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"approved talk tracks / objection handling guidance","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"curated playlists or snippet libraries","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"This is useful because an AI can consume these directly as context, instead of repeatedly stitching together many tool calls.","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ability to write coaching notes in Jiminny through","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"LOW","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Requirement","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to access call data through AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to search and query calls using AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide structured insights so customers can generate better outputs","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to understand deal status across multiple calls/emails","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"is available only for Scale tier and above","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide visibility into how external AI tools access Jiminny data","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide customers with example prompts to get started quickly","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide customers with example workflows to get started quickly","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to use predefined Jiminny skills for common workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny UI widget for OpenAI","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to run long-running analyses asynchronously and retrieve progress/results","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Creating a snippet through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ability to add recordings or snippets to a playlist","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow AI tools to read reusable Jiminny resources","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ability to write coaching notes in Jiminny through","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Importance","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
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SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
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Change emoji Activity Export
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Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
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Change emoji Automated Exec Reports
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Jiminny MCP Connector
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Jiminny MCP Connector
Updated 19h ago
Updated 19h ago
Lukas Kovalik (Viewing)
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 11 min
11 min
Views 9
9
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below.
Provide customers with example workflows to get started quickly
MEDIUM
A workflow is usually multiple steps, maybe multiple tools, still focused on one outcome.
See examples in table below.
Allow customers to use predefined Jiminny skills for common workflows
MEDIUM
Anthropic describes Skills as
folders that include instructions, scripts, and resources
that Claude can load when relevant, and as a way to teach Claude repeatable workflows, preferences, and domain expertise once instead of re-explaining them every time. Skills - a reusable
package of behavior
that can include prompts, instructions, resources, and sometimes scripts/tools for a broader job.
Claude skills -
What are Skills? | Claude Help Center
What are Skills? | Claude Help Center
Agent Skills | Cursor Docs
Agent Skills | Cursor Docs
https://resources.anthropic.com/hubfs/The-Complete-Guide-to-Building-Skill-for-Claude.pdf?hsLang=en&utm_source=chatgpt.com
https://resources.anthropic.com/hubfs/The-Complete-Guide-to-Building-Skill-for-Claude.pdf?hsLang=en&utm_source=chatgpt.com
See examples in table below.
Jiminny UI widget for OpenAI
MEDIUM
Build your MCP server – Apps SDK | OpenAI Developers
Build your MCP server – Apps SDK | OpenAI Developers
Open image.png
The reason to have this is to make certain Jiminny use cases much easier than pure chat.
Instead of ChatGPT only replying with text like “Here are the last 5 ACME calls,” it could also show a
visual Jiminny card or mini-app
inside the chat. That widget could list calls, show a deal summary, let the user filter by rep/date/account, open a transcript section, or save a snippet—while the conversation continues in normal chat alongside it.
For Jiminny, the best widget use cases are the ones where users need to
browse or compare
rather than ask one-off questions. A strong example is
deal review
: the user asks ChatGPT, “What is the status of the ACME deal?” ChatGPT calls your Jiminny
MCP
tools, and the widget shows a compact deal view with recent calls, risks, next steps, stakeholders, and links to transcripts/snippets. The chat can still summarize the answer in words, but the widget gives a clearer, scannable interface.
Another good Jiminny widget use case is
call search and exploration
. A text answer can say “I found 12 calls mentioning pricing objections,” but a widget could show a sortable list with date, rep, account, score, and objection count, then let the user click into one call to see the exact excerpt or jump to a transcript section.
Allow customers to run long-running analyses asynchronously and retrieve progress/results
LOW
Some requests/questions require analysis of Hugh volumes of data. For those, it may be better to:
start the job
let it run in the background
return a status like “in progress”
let the client come back for the result later
For example - User asks in Claude:
“Analyse all calls from this quarter and tell me the top 5 objections by segment.”
That might require:
searching lots of calls
pulling many summaries/transcripts
aggregating results
Instead of making Claude wait 45+ seconds, Jiminny could:
create an analysis job
return: job_id = 123, status = running
We need this in order to support:
large-scale analysis
multi-call aggregation across lots of data
playlist generation across many calls
heavy recap/report generation
Creating a snippet through the
MCP
LOW
Create a shareable snippet from a call recording by specifying a time range. Useful for highlighting key moments — objection handling, pricing discussions, competitive mentions — and sharing them with your team.
example request:
{
"tool": "create_snippet",
"arguments": {
"call_id": "call_123",
"start_time": "00:18:24",
"end_time": "00:19:10",
"title": "Pricing objection"
}
}
example response:
{
"snippet_id": "snip_987",
"title": "Pricing objection",
"share_url": "
https://app.jiminny.com/snippets/snip_987
https://app.jiminny.com/snippets/snip_987
"
}
Ability to add recordings or snippets to a playlist
LOW
Allow customers to create libraries of calls automatically. They can use those for onboarding or other purposes
Allow AI tools to read reusable Jiminny resources
LOW
Clay is now available as a connector in Claude - The GTM with Clay Blog
Clay is now available as a connector in Claude - The GTM with Clay Blog
Planhat MCP Server & Skill — 17 Tools
Planhat MCP Server & Skill — 17 Tools
fathom
Resources are useful for data that should be
read consistently
rather than recomputed every time. In Jiminny terms, that could be:
current deal snapshot
account summary
weekly rep recap
approved talk tracks / objection handling guidance
curated playlists or snippet libraries
This is useful because an AI can consume these directly as context, instead of repeatedly stitching together many tool calls.
Ability to write coaching notes in Jiminny through
MCP
LOW
Requirement
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
Allow customers to access call data through AI tools
Allow customers to search and query calls using AI tools
Provide structured insights so customers can generate better outputs
Allow customers to understand deal status across multiple calls/emails
Ensure the AI can easily understand the schema of the data coming from Jiminny
Allow customers to securely control who and what data is accessible externally
Private meetings shouldn’t be exposed via
MCP
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
MCP
is available only for Scale tier and above
Provide visibility into how external AI tools access Jiminny data
Provide customers with example prompts to get started quickly
Provide customers with example workflows to get started quickly
Allow customers to use predefined Jiminny skills for common workflows
Jiminny UI widget for OpenAI
Allow customers to run long-running analyses asynchronously and retrieve progress/results
Creating a snippet through the
MCP
Ability to add recordings or snippets to a playlist
Allow AI tools to read reusable Jiminny resources
Ability to write coaching notes in Jiminny through
MCP
Importance
No sort applied to the column
HIGH
HIGH
HIGH...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Close tab
Jiminny
Jiminny
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 11 min
11 min
Views 9
9
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers...
|
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
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[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
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Pull requests · jiminny/app
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Product Strategy 2025+ Change emoji
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Core Product Performance Metrics 📈
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Product Documentation Change emoji
Product Documentation
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Product Briefs Change emoji
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Change emoji Activity Export
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Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 11 min
11 min
Views 9
9
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers...
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2026-04-22T10:02:05.240586+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776852125240_m2.jpg...
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Firefox
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
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Close tab
Jiminny
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[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
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Pull requests · jiminny/app
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
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Jiminny MCP Connector
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Lukas Kovalik (Viewing)
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 11 min
11 min
Views 9
9
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:...
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2026-04-01\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing discussion on 2026-04-03\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"],","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"risks\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing concerns\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Security review pending\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"], \"next_steps\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Send follow-up to VP Sales\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Share security documentation\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"]","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Models perform much better when tools have:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"clear names","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rich descriptions","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"predictable schemas","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure data is structured to be easily combined with:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM (accounts, deals)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"external docs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Use consistent identifiers:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
6944955735500594375
|
-3576516278498984299
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click
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accessibility
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Close tab
Jiminny
Jiminny
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
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Jiminny MCP Connector
Updated 19h ago
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Lukas Kovalik (Viewing)
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 11 min
11 min
Views 9
9
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:...
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18
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2026-04-22T10:02:29.791544+00:00
|
/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776852149791_m1.jpg...
|
Firefox
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
|
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
|
monitor_1
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NULL
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NULL
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NULL
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Close tab
Jiminny
Jiminny
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
Research & User Feedback
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Jiminny MCP Connector
Updated 19h ago
Updated 19h ago
Lukas Kovalik (Viewing)
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 11 min
11 min
Views 9
9
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below.
Provide customers with example workflows to get started quickly
MEDIUM
A workflow is usually multiple steps, maybe multiple tools, still focused on one outcome.
See examples in table below.
Allow customers to use predefined Jiminny skills for common workflows
MEDIUM
Anthropic describes Skills as
folders that include instructions, scripts, and resources
that Claude can load when relevant, and as a way to teach Claude repeatable workflows, preferences, and domain expertise once instead of re-explaining them every time. Skills - a reusable
package of behavior
that can include prompts, instructions, resources, and sometimes scripts/tools for a broader job....
|
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type","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Notes","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Call Score","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM information","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to understand deal status across multiple calls/emails","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"For each deal 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filling","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example - get_deal_summary","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"request -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"tool\": \"get_deal_summary\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"arguments\": {","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": 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Skills - a reusable","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"package of behavior","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"that can include prompts, instructions, resources, and sometimes scripts/tools for a broader job.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
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[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
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Product Briefs Change emoji
Product Briefs
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Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Updated 19h ago
Updated 19h ago
Lukas Kovalik (Viewing)
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 11 min
11 min
Views 9
9
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Link to Epik in Jira
Document status
DRAFT
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Document status
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DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below.
Provide customers with example workflows to get started quickly
MEDIUM
A workflow is usually multiple steps, maybe multiple tools, still focused on one outcome.
See examples in table below.
Allow customers to use predefined Jiminny skills for common workflows
MEDIUM
Anthropic describes Skills as
folders that include instructions, scripts, and resources
that Claude can load when relevant, and as a way to teach Claude repeatable workflows, preferences, and domain expertise once instead of re-explaining them every time. Skills - a reusable
package of behavior
that can include prompts, instructions, resources, and sometimes scripts/tools for a broader job....
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
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[JY-18909] [Part2] Automated reports with Ask Jiminny - Jira
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Workers | Datadog
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Pull requests · jiminny/app
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
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Product Documentation
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Product Briefs
Product Briefs
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Activity Export
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Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
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Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
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[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
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Jiminny MCP Connector
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By Galya Dimitrova
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Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:...
|
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with use cases","depth":20,"bounds":{"left":0.6512633,"top":1.0,"width":0.0944149,"height":-0.062250614},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"👉 Focus:","depth":16,"bounds":{"left":0.6353058,"top":1.0,"width":0.024601065,"height":-0.09337592},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"usable by non-technical users","depth":17,"bounds":{"left":0.6599069,"top":1.0,"width":0.078125,"height":-0.093774915},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXHeading","text":"Change emoji Detailed Requirements","depth":15,"help_text":"","role_description":"heading","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Detailed Requirements","depth":16,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Change emoji Detailed Requirements","depth":16,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.","depth":16,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Requirement","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Importance","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Notes","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"endpoint so customers can easily integrate Jiminny into their AI stack","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to access call data through AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expose Jiminny data:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"list calls (filter by date, user, account, deal)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get transcript (speaker-separated)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call metadata","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"search calls (keyword + semantic)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support filtering by:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account / contact/ lead / deal","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"jiminny user","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"date range","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to search and query calls using AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support keyword and semantic search across conversations","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide structured insights so customers can generate better outputs","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"For each call, expose:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Summary","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Action items","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Key points","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Activity type","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Notes","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Call Score","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM information","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to understand deal status across multiple calls/emails","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"For each deal expose:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"calls/meetings/emails","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Identified risks","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"contacts related to the deal with their job title","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"linked account details","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"all CRM field information that we have in","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"DI","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"+ fields used for CRM filling","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example - get_deal_summary","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"request -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"tool\": \"get_deal_summary\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"arguments\": {","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"responce:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"stage\": \"Negotiation\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"recent_activity\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Demo call on 2026-04-01\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing discussion on 2026-04-03\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"],","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"risks\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing concerns\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Security review pending\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"], \"next_steps\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Send follow-up to VP Sales\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Share security documentation\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"]","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Models perform much better when tools have:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
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5637742853289869095
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-4116945487150811467
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visual_change
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accessibility
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Upload Video/Audio Recordings
White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
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Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
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Ask Jiminny Anything on Call level
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Ask Jiminny for Open and Closed Deals
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Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
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Jiminny MCP Connector
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Ways of working - Product processes
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Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Updated 10m ago
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
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Metric
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Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
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Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
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Product Tiering
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Recording Consent
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Automated CRM Filling
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Automated Exec Reports
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Auto-detect Activity Type
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier...
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2026-04-22T14:22:54.229826+00:00
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Ways of working - Product processes
Ways of working - Product processes
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Core Product Performance Metrics
📈
Core Product Performance Metrics
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Product Documentation
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Product Briefs
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Activity Export
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Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
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Jiminny MCP Connector
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Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”...
|
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2026-04-01\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing discussion on 2026-04-03\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"],","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"risks\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing concerns\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Security review pending\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"], \"next_steps\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Send follow-up to VP Sales\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Share security documentation\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"]","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Models perform much better when tools have:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"clear names","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rich descriptions","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"predictable schemas","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide clear, actionable error states for customers when","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connections fail","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Error messages should guide agents toward solutions with specific suggestions and next steps.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expired or revoked key","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Rate limit hit","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server in a short period. Please wait 60 seconds before retrying.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Permissions mismatch","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Trying to access private meeting","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Downgraded/Capture account","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access unavailable. The Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
3954559454206301399
|
-8728613913375312203
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”...
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/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776867798570_m2.jpg...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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|
monitor_2
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NULL
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NULL
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NULL
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
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Feedback
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Jiminny MCP Connector
Updated 10m ago
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context...
|
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idle
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Core Product Performance Metrics 📈
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Product Documentation Change emoji
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Change emoji Autologging activities
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Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context...
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2026-04-22T14:23:25.211159+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776867805211_m1.jpg...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs...
|
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column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"endpoint so customers can easily integrate Jiminny into their AI stack","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to access call data through AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expose Jiminny data:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"list calls (filter by date, user, account, deal)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get transcript (speaker-separated)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call metadata","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"search calls (keyword + semantic)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support filtering by:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account / contact/ lead / deal","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"jiminny user","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"date range","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to search and query calls using AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support keyword and semantic search across conversations","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide structured insights so customers can generate better outputs","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"For each call, expose:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Summary","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Action items","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Key points","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Activity 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expose:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"calls/meetings/emails","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Identified risks","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"contacts related to the deal with their job title","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"linked account details","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"all CRM field information that we have in","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"DI","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"+ fields used for CRM filling","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example - get_deal_summary","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"request -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"tool\": \"get_deal_summary\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"arguments\": {","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"responce:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"stage\": \"Negotiation\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"recent_activity\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Demo call on 2026-04-01\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing discussion on 2026-04-03\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"],","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"risks\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing concerns\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Security review pending\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"], \"next_steps\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Send follow-up to VP Sales\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Share security documentation\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"]","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"bounds":{"left":0.63125,"top":0.33333334,"width":0.3559028,"height":0.052222222},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":1.0,"top":0.33833334,"width":-0.016319394,"height":0.015555556},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Models perform much better when tools have:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"clear names","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rich descriptions","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"predictable schemas","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide clear, actionable error states for customers when","depth":20,"bounds":{"left":0.63125,"top":0.49388888,"width":0.3003472,"height":0.021666666},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"bounds":{"left":0.93159723,"top":0.49388888,"width":0.025,"height":0.021666666},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connections fail","depth":20,"bounds":{"left":0.63125,"top":0.49388888,"width":0.32847223,"height":0.052222222},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":1.0,"top":0.49888888,"width":-0.016319394,"height":0.015555556},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Error messages should guide agents toward solutions with specific suggestions and next steps.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expired or revoked key","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Rate limit hit","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server in a short period. Please wait 60 seconds before retrying.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Permissions mismatch","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Trying to access private meeting","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Downgraded/Capture account","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access unavailable. The Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure data is structured to be easily combined with:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM (accounts, deals)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"external docs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Use consistent identifiers:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
-759057673675124978
|
-8728631505561356619
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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DRAFT
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DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Upload Video/Audio Recordings
White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
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Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
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Ask Jiminny Anything on Call level
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Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
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Recording Consent
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Automated CRM Filling
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Auto-detect Activity Type
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AJA on Anything
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below.
Expose Jiminny as a Connector in Claude
MEDIUM
Competitors like Fathom are listed as Connectors in Claude. This will make it easier for customers to find us and to connect Jiminny...
|
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descriptions","depth":22,"bounds":{"left":0.8239694,"top":0.5961692,"width":0.04155585,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"predictable schemas","depth":22,"bounds":{"left":0.8239694,"top":0.6209098,"width":0.051861703,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide clear, actionable error states for customers when","depth":20,"bounds":{"left":0.5724734,"top":0.6564246,"width":0.14378324,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"bounds":{"left":0.7162567,"top":0.6564246,"width":0.011968086,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connections fail","depth":20,"bounds":{"left":0.5724734,"top":0.6564246,"width":0.15724733,"height":0.037509978},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":0.75681514,"top":0.66001594,"width":0.010139627,"height":0.011173184},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Error messages should guide agents toward solutions with specific suggestions and next steps.","depth":20,"bounds":{"left":0.8159907,"top":0.6564246,"width":0.13480718,"height":0.037509978},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expired or revoked key","depth":23,"bounds":{"left":0.8239694,"top":0.70830005,"width":0.05867686,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the","depth":22,"bounds":{"left":0.8239694,"top":0.70830005,"width":0.123171546,"height":0.12490024},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"bounds":{"left":0.8334442,"top":0.8176377,"width":0.011968086,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server.”","depth":22,"bounds":{"left":0.84541225,"top":0.8176377,"width":0.020944148,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Rate limit hit","depth":23,"bounds":{"left":0.8239694,"top":0.8427773,"width":0.031914894,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny","depth":22,"bounds":{"left":0.8239694,"top":0.8427773,"width":0.12017952,"height":0.037509978},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"bounds":{"left":0.8239694,"top":0.88667196,"width":0.011968086,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server in a short period. Please wait 60 seconds before retrying.”","depth":22,"bounds":{"left":0.8239694,"top":0.88667196,"width":0.11236702,"height":0.037110932},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Permissions mismatch","depth":23,"bounds":{"left":0.8239694,"top":0.9333599,"width":0.05851064,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”","depth":22,"bounds":{"left":0.8239694,"top":0.9333599,"width":0.12599733,"height":0.06664008},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Trying to access private meeting","depth":23,"bounds":{"left":0.8239694,"top":1.0,"width":0.08444149,"height":-0.06783724},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the","depth":22,"bounds":{"left":0.8239694,"top":1.0,"width":0.12682846,"height":-0.06783724},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Downgraded/Capture account","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access unavailable. The Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure data is structured to be easily combined with:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM (accounts, deals)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"external docs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Use consistent identifiers:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"deal IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"is available only for Scale tier and above","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Customers who are on Capture tier should be able to access any of their data through","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access should stop working.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide visibility into how external AI tools access Jiminny data","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Audit logs:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"what data was accessed by which external system when","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"identity - who made the request","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"specific queries/filters used","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"failed access attempts (especially cross-visibility-boundary attempts)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example from Atlassian -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Monitor Atlassian Rovo MCP server activity | Atlassian Support","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Monitor Atlassian Rovo MCP server activity | Atlassian Support","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide customers with example prompts to get started quickly","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"prompts are explicitly defined as","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"prompt templates","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"that clients can discover and call with arguments.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"See examples in table below.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expose Jiminny as a Connector in Claude","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MEDIUM","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Competitors like Fathom are listed as Connectors in Claude. This will make it easier for customers to find us and to connect Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
4178920198464999495
|
-8728614463131126091
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
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Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
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Ask Jiminny Anything on Call level
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Ask Jiminny for Open and Closed Deals
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Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
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Recording Consent
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Automated CRM Filling
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Auto-detect Activity Type
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AJA on Anything
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AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
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Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below.
Expose Jiminny as a Connector in Claude
MEDIUM
Competitors like Fathom are listed as Connectors in Claude. This will make it easier for customers to find us and to connect Jiminny...
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NULL
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71905
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1734
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2
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2026-04-22T14:23:56.228082+00:00
|
/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776867836228_m1.jpg...
|
Firefox
|
Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
|
True
|
jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
|
monitor_1
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NULL
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NULL
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NULL
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below....
|
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Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Downgraded/Capture account","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access unavailable. The Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"bounds":{"left":0.63125,"top":0.7972222,"width":0.36076388,"height":0.051666666},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":1.0,"top":0.80222225,"width":-0.016319394,"height":0.015555556},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"bounds":{"left":0.63125,"top":0.9683333,"width":0.22256945,"height":0.021666666},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"bounds":{"left":0.85381943,"top":0.9683333,"width":0.025,"height":0.021666666},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":1.0,"top":0.97333336,"width":-0.016319394,"height":0.015555556},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"bounds":{"left":0.63125,"top":1.0,"width":0.35868055,"height":-0.047777772},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":1.0,"top":1.0,"width":-0.016319394,"height":-0.052777767},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure data is structured to be easily combined with:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM (accounts, deals)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"external docs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Use consistent identifiers:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"deal IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"is available only for Scale tier and above","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Customers who are on Capture tier should be able to access any of their data through","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access should stop working.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide visibility into how external AI tools access Jiminny data","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Audit logs:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"what data was accessed by which external system when","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"identity - who made the request","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"specific queries/filters used","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"failed access attempts (especially cross-visibility-boundary attempts)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example from Atlassian -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Monitor Atlassian Rovo MCP server activity | Atlassian Support","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Monitor Atlassian Rovo MCP server activity | Atlassian Support","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide customers with example prompts to get started quickly","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"prompts are explicitly defined as","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"prompt templates","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"that clients can discover and call with arguments.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"See examples in table below.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
-4934827867641687903
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-8730866260797327691
|
idle
|
accessibility
|
NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
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Product Documentation Change emoji
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Product Briefs Change emoji
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Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below....
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
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Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
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Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
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Ask Jiminny Anything on Call level
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Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
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Product Tiering
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Recording Consent
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Automated CRM Filling
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Automated Exec Reports
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Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
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AJA on Anything
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AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
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Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
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Metric
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Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
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Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
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Importance
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Notes
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Requirement
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Importance
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Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary...
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applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"endpoint so customers can easily integrate Jiminny into their AI stack","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to access call data through AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expose Jiminny data:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"list calls (filter by date, user, account, deal)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get transcript (speaker-separated)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call metadata","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"search calls (keyword + semantic)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support filtering by:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account / contact/ lead / deal","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"jiminny user","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"date range","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to search and query calls using AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support keyword and semantic search across conversations","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide structured insights so customers can generate better outputs","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"For each call, expose:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Summary","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
-1954071116182448434
|
-8730320321078659403
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
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Product Documentation Change emoji
Product Documentation
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Product Briefs Change emoji
Product Briefs
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Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary...
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|
2026-04-22T14:24:27.242249+00:00
|
/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776867867242_m1.jpg...
|
Firefox
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
|
True
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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NULL
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NULL
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Competitive analysis Change emoji
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Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when...
|
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column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"endpoint so customers can easily integrate Jiminny into their AI stack","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to access call data through AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expose Jiminny data:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"list calls (filter by date, user, account, deal)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get transcript (speaker-separated)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call metadata","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"search calls (keyword + semantic)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support filtering by:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account / contact/ lead / deal","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"jiminny user","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"date range","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to search and query calls using AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support keyword and semantic search across conversations","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide structured insights so customers can generate better outputs","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"For each call, expose:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Summary","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Action items","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Key points","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Activity type","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Notes","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Call Score","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM information","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to understand deal status across multiple calls/emails","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"For each deal expose:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"calls/meetings/emails","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Identified risks","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"contacts related to the deal with their job title","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"linked account details","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"all CRM field information that we have in","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"DI","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"+ fields used for CRM filling","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example - get_deal_summary","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"request -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"tool\": \"get_deal_summary\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"arguments\": {","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"responce:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"stage\": \"Negotiation\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"recent_activity\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Demo call on 2026-04-01\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing discussion on 2026-04-03\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"],","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"risks\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing concerns\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Security review pending\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"], \"next_steps\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Send follow-up to VP Sales\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Share security documentation\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"]","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Models perform much better when tools have:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"clear names","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rich descriptions","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"predictable schemas","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide clear, actionable error states for customers when","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connections fail","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Error messages should guide agents toward solutions with specific suggestions and next steps.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expired or revoked key","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Rate limit hit","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server in a short period. Please wait 60 seconds before retrying.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Permissions mismatch","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Trying to access private meeting","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Downgraded/Capture account","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access unavailable. The Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure data is structured to be easily combined with:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM (accounts, deals)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"external docs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Use consistent identifiers:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"deal IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"bounds":{"left":0.63125,"top":0.15777777,"width":0.025,"height":0.021666666},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"is available only for Scale tier and above","depth":20,"bounds":{"left":0.65625,"top":0.15777777,"width":0.21180555,"height":0.021666666},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":1.0,"top":0.16277778,"width":-0.016319394,"height":0.015555556},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Customers who are on Capture tier should be able to access any of their data through","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access should stop working.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide visibility into how external AI tools access Jiminny data","depth":20,"bounds":{"left":0.63125,"top":0.3422222,"width":0.32951388,"height":0.021666666},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":1.0,"top":0.3472222,"width":-0.016319394,"height":0.015555556},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Audit logs:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"what data was accessed by which external system when","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
-13797142431768119
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-8728613913375312203
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes
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Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
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Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
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Ask Jiminny Anything on Call level
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Ask Jiminny for Open and Closed Deals
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Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
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Product Tiering
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Recording Consent
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Automated CRM Filling
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AJA on Anything
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AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
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Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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DRAFT
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DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Ways of working - Product processes
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Change emoji Activity Export
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Change emoji Autologging activities
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Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
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Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings Create Create child content for Automatically record all calendar meetings More actions, Automatically record all calendar meetings
Automatically record all calendar meetings
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Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Owned by
Galya Dimitrova profile
Galya Dimitrova
Automatically record all calendar meetings to ensure sales calls with valuable insights are captured.
Uses AI. Verify results.
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Updated
on 12 December 2025
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Change emoji Product Tiering
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Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
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Automated Exec Reports
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Auto-detect Activity Type
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AI Signals & Alerts
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AJA on Anything
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AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH...
|
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filling","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example - get_deal_summary","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"request -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"tool\": \"get_deal_summary\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"arguments\": {","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"responce:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"stage\": \"Negotiation\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"recent_activity\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Demo call on 2026-04-01\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing discussion on 2026-04-03\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"],","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"risks\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing concerns\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Security review pending\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"], \"next_steps\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Send follow-up to VP Sales\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Share security documentation\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"]","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Models perform much better when tools have:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"clear names","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rich descriptions","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"predictable schemas","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide clear, actionable error states for customers when","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connections fail","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Error messages should guide agents toward solutions with specific suggestions and next steps.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expired or revoked key","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"bounds":{"left":0.8334442,"top":0.0,"width":0.011968086,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server.”","depth":22,"bounds":{"left":0.84541225,"top":0.0,"width":0.020944148,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Rate limit hit","depth":23,"bounds":{"left":0.8239694,"top":0.0,"width":0.031914894,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny","depth":22,"bounds":{"left":0.8239694,"top":0.0,"width":0.12017952,"height":0.037509978},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"bounds":{"left":0.8239694,"top":0.039106146,"width":0.011968086,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server in a short period. Please wait 60 seconds before retrying.”","depth":22,"bounds":{"left":0.8239694,"top":0.039106146,"width":0.11236702,"height":0.037110932},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Permissions mismatch","depth":23,"bounds":{"left":0.8239694,"top":0.08579409,"width":0.05851064,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”","depth":22,"bounds":{"left":0.8239694,"top":0.08579409,"width":0.12599733,"height":0.12490024},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Trying to access private meeting","depth":23,"bounds":{"left":0.8239694,"top":0.22027135,"width":0.08444149,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the","depth":22,"bounds":{"left":0.8239694,"top":0.22027135,"width":0.12682846,"height":0.059457302},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"bounds":{"left":0.8239694,"top":0.28611332,"width":0.011968086,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”","depth":22,"bounds":{"left":0.8239694,"top":0.28611332,"width":0.12250665,"height":0.05905826},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Downgraded/Capture account","depth":23,"bounds":{"left":0.8239694,"top":0.3547486,"width":0.078125,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:","depth":22,"bounds":{"left":0.8239694,"top":0.3547486,"width":0.12483378,"height":0.059457302},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"bounds":{"left":0.9084109,"top":0.39864326,"width":0.011968086,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access unavailable. The Jiminny","depth":22,"bounds":{"left":0.8239694,"top":0.39864326,"width":0.11702128,"height":0.037509978},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"bounds":{"left":0.88680184,"top":0.42059058,"width":0.012134309,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"bounds":{"left":0.8239694,"top":0.42059058,"width":0.12101064,"height":0.08100559},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"bounds":{"left":0.8239694,"top":0.5111732,"width":0.05285904,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"bounds":{"left":0.8239694,"top":0.5111732,"width":0.12400266,"height":0.08140463},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"bounds":{"left":0.8239694,"top":0.6017558,"width":0.036402926,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"bounds":{"left":0.8239694,"top":0.6017558,"width":0.12549867,"height":0.10335196},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"bounds":{"left":0.5724734,"top":0.72505987,"width":0.17270611,"height":0.037110932},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":0.75681514,"top":0.7286512,"width":0.010139627,"height":0.011173184},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"bounds":{"left":0.8159907,"top":0.72505987,"width":0.01861702,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"bounds":{"left":0.8346077,"top":0.72505987,"width":0.012134309,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"bounds":{"left":0.8159907,"top":0.72505987,"width":0.13297872,"height":0.10295291},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"bounds":{"left":0.82546544,"top":0.8124501,"width":0.011968086,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"bounds":{"left":0.8374335,"top":0.8124501,"width":0.02144282,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"bounds":{"left":0.5724734,"top":0.8479649,"width":0.1065492,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"bounds":{"left":0.6790226,"top":0.8479649,"width":0.011968086,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":0.75681514,"top":0.85155624,"width":0.010139627,"height":0.011173184},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"bounds":{"left":0.8159907,"top":0.8479649,"width":0.13480718,"height":0.037509978},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"bounds":{"left":0.9212101,"top":0.8699122,"width":0.011801862,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"bounds":{"left":0.93301195,"top":0.8699122,"width":0.0029920214,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"bounds":{"left":0.5724734,"top":0.9050279,"width":0.17170878,"height":0.037509978},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":0.75681514,"top":0.9086193,"width":0.010139627,"height":0.011173184},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure data is structured to be easily combined with:","depth":20,"bounds":{"left":0.8159907,"top":0.9050279,"width":0.13181517,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM (accounts, deals)","depth":22,"bounds":{"left":0.8239694,"top":0.93495613,"width":0.05651596,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"external docs","depth":22,"bounds":{"left":0.8239694,"top":0.96009576,"width":0.03374335,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Use consistent identifiers:","depth":20,"bounds":{"left":0.8159907,"top":0.9916201,"width":0.06466091,"height":0.008379877},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account IDs","depth":22,"bounds":{"left":0.8239694,"top":1.0,"width":0.030418882,"height":-0.021548271},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"deal IDs","depth":22,"bounds":{"left":0.8239694,"top":1.0,"width":0.020944148,"height":-0.04668796},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"is available only for Scale tier and above","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
-7781999155268691685
|
-8728064123197491531
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Ways of working - Product processes
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Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
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Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
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Ask Jiminny Anything on Call level
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Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings Create Create child content for Automatically record all calendar meetings More actions, Automatically record all calendar meetings
Automatically record all calendar meetings
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Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
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Galya Dimitrova profile
Galya Dimitrova
Automatically record all calendar meetings to ensure sales calls with valuable insights are captured.
Uses AI. Verify results.
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Updated
on 12 December 2025
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Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Document status
DRAFT
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DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
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Importance
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Notes
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Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH...
|
NULL
|
|
71909
|
1734
|
4
|
2026-04-22T14:24:58.338079+00:00
|
/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776867898338_m1.jpg...
|
Firefox
|
Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
|
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|
jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Ways of working - Product processes
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Core Product Performance Metrics 📈
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Product Documentation Change emoji
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Change emoji Activity Export
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Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
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Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings Create Create child content for Automatically record all calendar meetings More actions, Automatically record all calendar meetings
Automatically record all calendar meetings
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Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Owned by
Galya Dimitrova profile
Galya Dimitrova
Automatically record all calendar meetings to ensure sales calls with valuable insights are captured.
Uses AI. Verify results.
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Updated
on 12 December 2025
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Recording Consent
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Automated CRM Filling
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Auto-detect Activity Type
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AI Signals & Alerts
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AJA on Anything
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AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support...
|
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\"ACME\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"responce:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"stage\": \"Negotiation\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"recent_activity\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Demo call on 2026-04-01\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing discussion on 2026-04-03\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"],","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"risks\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing concerns\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Security review pending\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"], \"next_steps\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Send follow-up to VP Sales\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Share security documentation\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"]","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Models perform much better when tools have:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"clear names","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rich descriptions","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"predictable schemas","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide clear, actionable error states for customers when","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connections fail","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Error messages should guide agents toward solutions with specific suggestions and next steps.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expired or revoked key","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Rate limit hit","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server in a short period. Please wait 60 seconds before retrying.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Permissions mismatch","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Trying to access private meeting","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Downgraded/Capture account","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access unavailable. The Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure data is structured to be easily combined with:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM (accounts, deals)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"external docs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Use consistent identifiers:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"deal IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"bounds":{"left":0.63125,"top":0.15777777,"width":0.025,"height":0.021666666},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"is available only for Scale tier and above","depth":20,"bounds":{"left":0.65625,"top":0.15777777,"width":0.21180555,"height":0.021666666},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":1.0,"top":0.16277778,"width":-0.016319394,"height":0.015555556},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Customers who are on Capture tier should be able to access any of their data through","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access should stop working.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide visibility into how external AI tools access Jiminny data","depth":20,"bounds":{"left":0.63125,"top":0.3422222,"width":0.32951388,"height":0.021666666},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":1.0,"top":0.3472222,"width":-0.016319394,"height":0.015555556},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Audit logs:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"what data was accessed by which external system when","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"identity - who made the request","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"specific queries/filters used","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"failed access attempts (especially cross-visibility-boundary attempts)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example from Atlassian -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Monitor Atlassian Rovo MCP server activity | Atlassian Support","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false}]...
|
5842161757821975148
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-8728064157557229899
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Deal Insights - Multiple currencies
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White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
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Hubspot app
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Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings Create Create child content for Automatically record all calendar meetings More actions, Automatically record all calendar meetings
Automatically record all calendar meetings
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Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Owned by
Galya Dimitrova profile
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Automatically record all calendar meetings to ensure sales calls with valuable insights are captured.
Uses AI. Verify results.
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Updated
on 12 December 2025
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Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Link to Epik in Jira
Document status
DRAFT
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Document status
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DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
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Importance
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Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support...
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NULL
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1735
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|
2026-04-22T14:25:24.487838+00:00
|
/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776867924487_m2.jpg...
|
Firefox
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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monitor_2
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Ask Jiminny for Open and Closed Deals
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Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Owned by
Galya Dimitrova profile
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Automatically record all calendar meetings to ensure sales calls with valuable insights are captured.
Uses AI. Verify results.
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Updated
on 12 December 2025
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Jiminny MCP Connector
Jiminny MCP Connector
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account...
|
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9216053257195303784
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-8728064123268794715
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
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Product Briefs Change emoji
Product Briefs
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Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings Create Create child content for Automatically record all calendar meetings More actions, Automatically record all calendar meetings
Automatically record all calendar meetings
Create Create child content for Automatically record all calendar meetings
Create child content for Automatically record all calendar meetings
More actions, Automatically record all calendar meetings
More actions, Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Owned by
Galya Dimitrova profile
Galya Dimitrova
Automatically record all calendar meetings to ensure sales calls with valuable insights are captured.
Uses AI. Verify results.
Good response
Bad response
Updated
on 12 December 2025
Add to playlist
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Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account...
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71911
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1734
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5
|
2026-04-22T14:25:29.341519+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776867929341_m1.jpg...
|
Firefox
|
Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
|
True
|
jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
|
monitor_1
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NULL
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NULL
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NULL
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings Create Create child content for Automatically record all calendar meetings More actions, Automatically record all calendar meetings
Automatically record all calendar meetings
Create Create child content for Automatically record all calendar meetings
Create child content for Automatically record all calendar meetings
More actions, Automatically record all calendar meetings
More actions, Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Owned by
Galya Dimitrova profile
Galya Dimitrova
Automatically record all calendar meetings to ensure sales calls with valuable insights are captured.
Uses AI. Verify results.
Good response
Bad response
Updated
on 12 December 2025
Add to playlist
Add to playlist
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
Research & User Feedback
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”...
|
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column","depth":21,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Requirement","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Importance","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Notes","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"endpoint so customers can easily integrate Jiminny into their AI stack","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to access call data through AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expose Jiminny data:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"list calls (filter by date, user, account, deal)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get transcript (speaker-separated)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call metadata","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"search calls (keyword + semantic)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support filtering by:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account / contact/ lead / deal","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"jiminny user","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"date range","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to search and query calls using AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support keyword and semantic search across conversations","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide structured insights so customers can generate better outputs","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"For each call, expose:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Summary","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Action items","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Key points","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Activity type","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Notes","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Call Score","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM information","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to understand deal status across multiple calls/emails","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"For each deal expose:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"calls/meetings/emails","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Identified risks","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"contacts related to the deal with their job title","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"linked account details","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"all CRM field information that we have in","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"DI","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"+ fields used for CRM filling","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example - get_deal_summary","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"request -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"tool\": \"get_deal_summary\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"arguments\": {","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"responce:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"stage\": \"Negotiation\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"recent_activity\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Demo call on 2026-04-01\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing discussion on 2026-04-03\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"],","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"risks\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing concerns\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Security review pending\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"], \"next_steps\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Send follow-up to VP Sales\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Share security documentation\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"]","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Models perform much better when tools have:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"clear names","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rich descriptions","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"predictable schemas","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide clear, actionable error states for customers when","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connections fail","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Error messages should guide agents toward solutions with specific suggestions and next steps.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expired or revoked key","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Rate limit hit","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server in a short period. Please wait 60 seconds before retrying.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Permissions mismatch","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Trying to access private meeting","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Downgraded/Capture account","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access unavailable. The Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
-3961820949149085992
|
-8728064123268794715
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Automatically hard delete data for churned customers
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Ask Jiminny Anything on Call level
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Ask Jiminny for Open and Closed Deals
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Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
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Automatically record all calendar meetings to ensure sales calls with valuable insights are captured.
Uses AI. Verify results.
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on 12 December 2025
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Jiminny MCP Connector
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Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Link to Epik in Jira
Document status
DRAFT
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Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Ways of working - Product processes
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White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
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Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings Create Create child content for Automatically record all calendar meetings More actions, Automatically record all calendar meetings
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Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Owned by
Galya Dimitrova profile
Galya Dimitrova
Automatically record all calendar meetings to ensure sales calls with valuable insights are captured.
Uses AI. Verify results.
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Updated
on 12 December 2025
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Recording Consent
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Automated CRM Filling
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Automated Exec Reports
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Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
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AJA on Anything
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AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data...
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This meeting has been marked as private by the host and cannot be accessed through the","depth":22,"bounds":{"left":0.8239694,"top":0.22027135,"width":0.12682846,"height":0.059457302},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"bounds":{"left":0.8239694,"top":0.28611332,"width":0.011968086,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”","depth":22,"bounds":{"left":0.8239694,"top":0.28611332,"width":0.12250665,"height":0.05905826},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Downgraded/Capture account","depth":23,"bounds":{"left":0.8239694,"top":0.3547486,"width":0.078125,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:","depth":22,"bounds":{"left":0.8239694,"top":0.3547486,"width":0.12483378,"height":0.059457302},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"bounds":{"left":0.9084109,"top":0.39864326,"width":0.011968086,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access unavailable. The Jiminny","depth":22,"bounds":{"left":0.8239694,"top":0.39864326,"width":0.11702128,"height":0.037509978},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"bounds":{"left":0.88680184,"top":0.42059058,"width":0.012134309,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"bounds":{"left":0.8239694,"top":0.42059058,"width":0.12101064,"height":0.08100559},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"bounds":{"left":0.8239694,"top":0.5111732,"width":0.05285904,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"bounds":{"left":0.8239694,"top":0.5111732,"width":0.12400266,"height":0.08140463},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"bounds":{"left":0.8239694,"top":0.6017558,"width":0.036402926,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"bounds":{"left":0.8239694,"top":0.6017558,"width":0.12549867,"height":0.10335196},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"bounds":{"left":0.5724734,"top":0.72505987,"width":0.17270611,"height":0.037110932},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":0.75681514,"top":0.7286512,"width":0.010139627,"height":0.011173184},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"bounds":{"left":0.8159907,"top":0.72505987,"width":0.01861702,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"bounds":{"left":0.8346077,"top":0.72505987,"width":0.012134309,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"bounds":{"left":0.8159907,"top":0.72505987,"width":0.13297872,"height":0.10295291},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"bounds":{"left":0.82546544,"top":0.8124501,"width":0.011968086,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"bounds":{"left":0.8374335,"top":0.8124501,"width":0.02144282,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"bounds":{"left":0.5724734,"top":0.8479649,"width":0.1065492,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"bounds":{"left":0.6790226,"top":0.8479649,"width":0.011968086,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":0.75681514,"top":0.85155624,"width":0.010139627,"height":0.011173184},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"bounds":{"left":0.8159907,"top":0.8479649,"width":0.13480718,"height":0.037509978},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"bounds":{"left":0.9212101,"top":0.8699122,"width":0.011801862,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"bounds":{"left":0.93301195,"top":0.8699122,"width":0.0029920214,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"bounds":{"left":0.5724734,"top":0.9050279,"width":0.17170878,"height":0.037509978},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"bounds":{"left":0.75681514,"top":0.9086193,"width":0.010139627,"height":0.011173184},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure data is structured to be easily combined with:","depth":20,"bounds":{"left":0.8159907,"top":0.9050279,"width":0.13181517,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM (accounts, deals)","depth":22,"bounds":{"left":0.8239694,"top":0.93495613,"width":0.05651596,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"external docs","depth":22,"bounds":{"left":0.8239694,"top":0.96009576,"width":0.03374335,"height":0.01556265},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Use consistent identifiers:","depth":20,"bounds":{"left":0.8159907,"top":0.9916201,"width":0.06466091,"height":0.008379877},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account IDs","depth":22,"bounds":{"left":0.8239694,"top":1.0,"width":0.030418882,"height":-0.021548271},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"deal IDs","depth":22,"bounds":{"left":0.8239694,"top":1.0,"width":0.020944148,"height":-0.04668796},"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"is available only for Scale tier and above","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Customers who are on Capture tier should be able to access any of their data through","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access should stop working.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide visibility into how external AI tools access Jiminny data","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
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-4443573777422824074
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-8728064123197489483
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idle
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accessibility
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Ways of working - Product processes
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Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
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Upload Video/Audio Recordings
White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
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Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings Create Create child content for Automatically record all calendar meetings More actions, Automatically record all calendar meetings
Automatically record all calendar meetings
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Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Owned by
Galya Dimitrova profile
Galya Dimitrova
Automatically record all calendar meetings to ensure sales calls with valuable insights are captured.
Uses AI. Verify results.
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Updated
on 12 December 2025
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Change emoji Product Tiering
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Recording Consent
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Automated CRM Filling
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Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
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AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings Create Create child content for Automatically record all calendar meetings More actions, Automatically record all calendar meetings
Automatically record all calendar meetings
Create Create child content for Automatically record all calendar meetings
Create child content for Automatically record all calendar meetings
More actions, Automatically record all calendar meetings
More actions, Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Owned by
Galya Dimitrova profile
Galya Dimitrova
Automatically record all calendar meetings to ensure sales calls with valuable insights are captured.
Uses AI. Verify results.
Good response
Bad response
Updated
on 12 December 2025
Add to playlist
Add to playlist
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
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Importance
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Notes
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Requirement
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Importance
No sort applied to the column
Notes
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Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}...
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metrics","depth":16,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).","depth":16,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Goal","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Metric","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"% of customers connecting external AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Number of","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"/API calls per customer - and which ones are being used the most","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Decrease the manual copying of transcripts","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"decrease by X %","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Goal","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Decrease the manual copying of transcripts","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Metric","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"% of customers connecting external AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Number of","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"/API calls per customer - and which ones are being used the most","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"decrease by X %","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXHeading","text":"Change emoji User interaction and design","depth":15,"help_text":"","role_description":"heading","subrole":"AXUnknown"},{"role":"AXStaticText","text":"User interaction and design","depth":16,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Change emoji User interaction and design","depth":16,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Simple setup flow:","depth":18,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Generate API key / connect","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Clear instructions for Claude / Zapier setup","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide:","depth":18,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Example prompts for Claude","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Pre-built workflow templates for Zapier","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Clear documentation - 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semantic)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support filtering by:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account / contact/ lead / deal","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"jiminny user","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"date range","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to search and query calls using AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support keyword and semantic search across conversations","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide structured insights so customers can generate better outputs","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"For each call, expose:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Summary","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Action items","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Key points","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Activity 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filling","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example - get_deal_summary","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"request -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"tool\": \"get_deal_summary\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"arguments\": {","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
-1545622859477923140
|
-6424477307620329803
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings Create Create child content for Automatically record all calendar meetings More actions, Automatically record all calendar meetings
Automatically record all calendar meetings
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Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
Automatically record all calendar meetings
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Galya Dimitrova profile
Galya Dimitrova
Automatically record all calendar meetings to ensure sales calls with valuable insights are captured.
Uses AI. Verify results.
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on 12 December 2025
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Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Link to Epik in Jira
Document status
DRAFT
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Document status
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DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
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Recording Consent
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AJA on Anything
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column...
|
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Documentation Change emoji
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Change emoji Autologging activities
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Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
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Automated Exec Reports
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Auto-detect Activity Type
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AI Signals & Alerts
Change emoji AJA on Anything
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Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %...
|
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Automatically hard delete data for churned customers
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Ask Jiminny Anything on Call level
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Ask Jiminny for Open and Closed Deals
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Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
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Product Tiering
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Recording Consent
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Automated CRM Filling
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Pull requests · jiminny/app
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[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
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Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
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Jiminny MCP Connector - Product - Confluence
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
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/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776867995386_m2.jpg...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
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Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:...
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The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Rate limit hit","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server in a short period. Please wait 60 seconds before retrying.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Permissions mismatch","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Trying to access private meeting","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Downgraded/Capture account","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access unavailable. The Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure data is structured to be easily combined with:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
-3284284959005221260
|
-8728631505561356619
|
visual_change
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
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Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
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Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
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Jiminny MCP Connector
Updated 10m ago
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below.
Expose Jiminny as a Connector in Claude
MEDIUM
Competitors like Fathom are listed as Connectors in Claude. This will make it easier for customers to find us and to connect Jiminny
Provide customers with example workflows to get started quickly
MEDIUM
A workflow is usually multiple steps, maybe multiple tools, still focused on one outcome.
See examples in table below.
Allow customers to use predefined Jiminny skills for common workflows...
|
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This will make it easier for customers to find us and to connect Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide customers with example workflows to get started quickly","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MEDIUM","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"A workflow is usually multiple steps, maybe multiple tools, still focused on one outcome.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"See examples in table below.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to use predefined Jiminny skills for common workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
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idle
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accessibility
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
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Research & User Feedback Change emoji
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below.
Expose Jiminny as a Connector in Claude
MEDIUM
Competitors like Fathom are listed as Connectors in Claude. This will make it easier for customers to find us and to connect Jiminny
Provide customers with example workflows to get started quickly
MEDIUM
A workflow is usually multiple steps, maybe multiple tools, still focused on one outcome.
See examples in table below.
Allow customers to use predefined Jiminny skills for common workflows...
|
NULL
|
|
71919
|
NULL
|
0
|
2026-04-22T14:27:06.739595+00:00
|
/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776868026739_m2.jpg...
|
Firefox
|
Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
|
True
|
jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
Research & User Feedback
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Jiminny MCP Connector
Updated 10m ago
Updated 10m ago
Edit this content
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Share, Open - Anyone in the space can edit
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP...
|
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This meeting has been marked as private by the host and cannot be accessed through the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Downgraded/Capture account","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access unavailable. The Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
5780373770510639713
|
-8152170753274775883
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
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Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP...
|
NULL
|
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71920
|
NULL
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0
|
2026-04-22T14:27:29.627722+00:00
|
/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776868049627_m1.jpg...
|
Firefox
|
Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
|
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|
jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
|
monitor_1
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NULL
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NULL
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NULL
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
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Jiminny MCP Connector
Updated 10m ago
Updated 10m ago
Edit this content
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below....
|
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tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expose Jiminny data:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"list calls (filter by date, user, account, deal)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get transcript (speaker-separated)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call metadata","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"search calls (keyword + semantic)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support filtering by:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account / contact/ lead / deal","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"jiminny user","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"date range","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to search and query calls using AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Support keyword and semantic search across 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expose:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"calls/meetings/emails","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Identified risks","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"contacts related to the deal with their job title","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"linked account details","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"all CRM field information that we have in","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"DI","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"+ fields used for CRM filling","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example - get_deal_summary","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"request -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"tool\": \"get_deal_summary\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"arguments\": {","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"responce:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"stage\": \"Negotiation\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"recent_activity\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Demo call on 2026-04-01\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing discussion on 2026-04-03\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"],","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"risks\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing concerns\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Security review pending\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"], \"next_steps\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Send follow-up to VP Sales\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Share security documentation\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"]","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Models perform much better when tools have:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"clear names","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rich descriptions","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"predictable schemas","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide clear, actionable error states for customers when","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connections fail","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Error messages should guide agents toward solutions with specific suggestions and next steps.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expired or revoked key","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Rate limit hit","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server in a short period. Please wait 60 seconds before retrying.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Permissions mismatch","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Trying to access private meeting","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector. 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Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. 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their","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access should stop working.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide visibility into how external AI tools access Jiminny data","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Audit logs:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"what data was accessed by which external system when","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"identity - who made the request","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"specific queries/filters used","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"failed access attempts (especially cross-visibility-boundary attempts)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example from Atlassian -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Monitor Atlassian Rovo MCP server activity | Atlassian Support","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Monitor Atlassian Rovo MCP server activity | Atlassian Support","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide customers with example prompts to get started quickly","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"prompts are explicitly defined as","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"prompt templates","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"that clients can discover and call with arguments.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"See examples in table below.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
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5964111948294914357
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-8152153848266721611
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idle
|
accessibility
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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DRAFT
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Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below....
|
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2026-04-22T14:27:37.806431+00:00
|
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Upload Video/Audio Recordings
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Ask Jiminny for Open and Closed Deals
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below.
Expose Jiminny as a Connector in Claude
MEDIUM
Competitors like Fathom are listed as Connectors in Claude. This will make it easier for customers to find us and to connect Jiminny
Provide customers with example workflows to get started quickly
MEDIUM
A workflow is usually multiple steps, maybe multiple tools, still focused on one outcome.
See examples in table below.
Allow customers to use predefined Jiminny skills for common workflows
MEDIUM
Anthropic describes Skills as
folders that include instructions, scripts, and resources
that Claude can load when relevant, and as a way to teach Claude repeatable workflows, preferences, and domain expertise once instead of re-explaining them every time. Skills - a reusable
package of behavior
that can include prompts, instructions, resources, and sometimes scripts/tools for a broader job.
Claude skills -
What are Skills? | Claude Help Center
What are Skills? | Claude Help Center
Agent Skills | Cursor Docs...
|
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Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure data is structured to be easily combined with:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM (accounts, deals)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"external docs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Use consistent identifiers:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"deal IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"is available only for Scale tier and above","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Customers who are on Capture tier should be able to access any of their data through","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access should stop working.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide visibility into how external AI tools access Jiminny data","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Audit logs:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"what data was accessed by which external system when","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"identity - who made the request","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"specific queries/filters used","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"failed access attempts (especially cross-visibility-boundary attempts)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example from Atlassian -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Monitor Atlassian Rovo MCP server activity | Atlassian Support","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Monitor Atlassian Rovo MCP server activity | Atlassian Support","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide customers with example prompts to get started quickly","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"prompts are explicitly defined as","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"prompt templates","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"that clients can discover and call with arguments.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"See examples in table below.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expose Jiminny as a Connector in Claude","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MEDIUM","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Competitors like Fathom are listed as Connectors in Claude. This will make it easier for customers to find us and to connect Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide customers with example workflows to get started quickly","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MEDIUM","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"A workflow is usually multiple steps, maybe multiple tools, still focused on one outcome.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"See examples in table below.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to use predefined Jiminny skills for common workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MEDIUM","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Anthropic describes Skills as","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"folders that include instructions, scripts, and resources","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"that Claude can load when relevant, and as a way to teach Claude repeatable workflows, preferences, and domain expertise once instead of re-explaining them every time. Skills - a reusable","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"package of behavior","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"that can include prompts, instructions, resources, and sometimes scripts/tools for a broader job.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Claude skills -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"What are Skills? | Claude Help Center","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"What are Skills? | Claude Help Center","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Agent Skills | Cursor Docs","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false}]...
|
7374433626534595366
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494616838381731509
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idle
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accessibility
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly
HIGH
MCP
prompts are explicitly defined as
prompt templates
that clients can discover and call with arguments.
See examples in table below.
Expose Jiminny as a Connector in Claude
MEDIUM
Competitors like Fathom are listed as Connectors in Claude. This will make it easier for customers to find us and to connect Jiminny
Provide customers with example workflows to get started quickly
MEDIUM
A workflow is usually multiple steps, maybe multiple tools, still focused on one outcome.
See examples in table below.
Allow customers to use predefined Jiminny skills for common workflows
MEDIUM
Anthropic describes Skills as
folders that include instructions, scripts, and resources
that Claude can load when relevant, and as a way to teach Claude repeatable workflows, preferences, and domain expertise once instead of re-explaining them every time. Skills - a reusable
package of behavior
that can include prompts, instructions, resources, and sometimes scripts/tools for a broader job.
Claude skills -
What are Skills? | Claude Help Center
What are Skills? | Claude Help Center
Agent Skills | Cursor Docs...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
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Product Briefs
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Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH...
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column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"endpoint so customers can easily integrate Jiminny into their AI stack","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to access call data through AI tools","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expose Jiminny data:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"list calls (filter by date, user, account, deal)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get transcript (speaker-separated)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"get call metadata","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"search calls (keyword + 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type","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Notes","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Call Score","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM information","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to understand deal status across multiple calls/emails","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"For each deal expose:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"calls/meetings/emails","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Identified risks","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"contacts related to the deal with their job title","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"linked account details","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"all CRM field information that we have in","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"DI","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"+ fields used for CRM filling","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example - get_deal_summary","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"request -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"tool\": \"get_deal_summary\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"arguments\": {","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"responce:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"stage\": \"Negotiation\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"recent_activity\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Demo call on 2026-04-01\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing discussion on 2026-04-03\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"],","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"risks\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing concerns\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Security review pending\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"], \"next_steps\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Send follow-up to VP Sales\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Share security documentation\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"]","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Models perform much better when tools have:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"clear names","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rich descriptions","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"predictable schemas","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide clear, actionable error states for customers when","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connections fail","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Error messages should guide agents toward solutions with specific suggestions and next steps.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expired or revoked key","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Rate limit hit","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server in a short period. Please wait 60 seconds before retrying.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Permissions mismatch","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Trying to access private meeting","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Downgraded/Capture account","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access unavailable. The Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. 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|
6172613940665881880
|
-7575710000971352395
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Automatically hard delete data for churned customers
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Ask Jiminny Anything on Call level
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Ask Jiminny for Open and Closed Deals
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Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
Research & User Feedback
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH...
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2026-04-22T14:28:08.913515+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776868088913_m2.jpg...
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Firefox
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
|
True
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
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Product Documentation Change emoji
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Product Briefs Change emoji
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Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
Research & User Feedback
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Jiminny MCP Connector
Updated 10m ago
Updated 10m ago
Edit this content
Edit
Share, Open - Anyone in the space can edit
Share
Copy link
Copy link
More actions
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP...
|
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Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. 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This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
5780373770510639713
|
-8152170753274775883
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
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Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP...
|
NULL
|
|
71924
|
1736
|
1
|
2026-04-22T14:28:31.842942+00:00
|
/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776868111842_m1.jpg...
|
Firefox
|
Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
|
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|
jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps....
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expose:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"calls/meetings/emails","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Identified risks","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"contacts related to the deal with their job title","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"linked account details","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"all CRM field information that we have in","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"DI","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"+ fields used for CRM filling","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example - get_deal_summary","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"request -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"tool\": \"get_deal_summary\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"arguments\": {","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"responce:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"stage\": \"Negotiation\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"recent_activity\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Demo call on 2026-04-01\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing discussion on 2026-04-03\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"],","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"risks\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing concerns\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Security review pending\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"], \"next_steps\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Send follow-up to VP Sales\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Share security documentation\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"]","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Models perform much better when tools have:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"clear names","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rich descriptions","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"predictable schemas","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide clear, actionable error states for customers when","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connections fail","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Error messages should guide agents toward solutions with specific suggestions and next steps.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
-8308010539161662932
|
-4116945487217920331
|
idle
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
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Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
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Feedback
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps....
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2026-04-22T14:28:39.952183+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776868119952_m2.jpg...
|
Firefox
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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True
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
Research & User Feedback
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Jiminny MCP Connector
Updated 10m ago
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3
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly...
|
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\"ACME\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"responce:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": \"ACME\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"stage\": \"Negotiation\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"recent_activity\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Demo call on 2026-04-01\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing discussion on 2026-04-03\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"],","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"risks\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing concerns\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Security review pending\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"], \"next_steps\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Send follow-up to VP Sales\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Share security documentation\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"]","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Models perform much better when tools have:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"clear names","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rich descriptions","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"predictable schemas","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide clear, actionable error states for customers when","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connections fail","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Error messages should guide agents toward solutions with specific suggestions and next steps.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expired or revoked key","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Rate limit hit","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server in a short period. Please wait 60 seconds before retrying.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Permissions mismatch","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Trying to access private meeting","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Downgraded/Capture account","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access unavailable. The Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure data is structured to be easily combined with:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM (accounts, deals)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"external docs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Use consistent identifiers:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"deal IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"is available only for Scale tier and above","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Customers who are on Capture tier should be able to access any of their data through","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access should stop working.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide visibility into how external AI tools access Jiminny data","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Audit logs:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"what data was accessed by which external system when","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"identity - who made the request","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"specific queries/filters used","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"failed access attempts (especially cross-visibility-boundary attempts)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example from Atlassian -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Monitor Atlassian Rovo MCP server activity | Atlassian Support","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Monitor Atlassian Rovo MCP server activity | Atlassian Support","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide customers with example prompts to get started quickly","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
9221241414645318251
|
1071218188588054197
|
idle
|
accessibility
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Upload Video/Audio Recordings
White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
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Automatically hard delete data for churned customers
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Ask Jiminny for Open and Closed Deals
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Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Competitive analysis
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Ways of working - Product processes
Ways of working - Product processes
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
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AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier...
|
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
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Hubspot app
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Automatically hard delete data for churned customers
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Ask Jiminny Anything on Call level
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Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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White-Label Jiminny Instance
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Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
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Ask Jiminny for Open and Closed Deals
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Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal...
|
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idle
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes Change emoji
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Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
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Product Documentation Change emoji
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Product Briefs Change emoji
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Change emoji Activity Export
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Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal...
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NULL
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71928
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1737
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4
|
2026-04-22T14:29:09.077548+00:00
|
/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776868149077_m2.jpg...
|
Firefox
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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True
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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monitor_2
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NULL
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NULL
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
Research & User Feedback
Create
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Jiminny MCP Connector
Updated 10m ago
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Deal Insights - Multiple currencies
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White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
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Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
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Product Tiering
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Recording Consent
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Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
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AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
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Deal Insights - Multiple currencies
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Change emoji Ask Jiminny for Open and Closed Deals
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
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Core Product Performance Metrics
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Product Documentation Change emoji
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Activity Export
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Autologging activities
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
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Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
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Automated CRM Filling
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Epic
Link to Epik in Jira
Document status
DRAFT
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Document status
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DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification....
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idle
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Ask Jiminny for Open and Closed Deals
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Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
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Document status
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DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification....
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Upload Video/Audio Recordings
White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
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Change emoji Hubspot app
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Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
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Recording Consent
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Automated CRM Filling
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AJA on Anything
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above...
|
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This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure data is structured to be easily combined with:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM (accounts, deals)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"external docs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Use consistent identifiers:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"deal IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"is available only for Scale tier and above","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
445865119332527457
|
-6999249386106882379
|
visual_change
|
accessibility
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
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Research & User Feedback Change emoji
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above...
|
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4
|
2026-04-22T14:30:05.241486+00:00
|
/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776868205241_m1.jpg...
|
Firefox
|
Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
|
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
Research & User Feedback
Create
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”...
|
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with use cases","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"👉 Focus:","depth":16,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"usable by non-technical users","depth":17,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXHeading","text":"Change emoji Detailed Requirements","depth":15,"help_text":"","role_description":"heading","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Detailed Requirements","depth":16,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Change emoji Detailed Requirements","depth":16,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.","depth":16,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Requirement","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Importance","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the column","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Notes","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"No sort applied to the 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filling","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example - get_deal_summary","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"request -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"{","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"tool\": \"get_deal_summary\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"arguments\": {","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"deal_name\": 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2026-04-01\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing discussion on 2026-04-03\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"],","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"risks\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Pricing concerns\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Security review pending\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"], \"next_steps\": [","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Send follow-up to VP Sales\",","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"\"Share security documentation\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"]","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure the AI can easily understand the schema of the data coming from Jiminny","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Models perform much better when tools have:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"clear names","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"rich descriptions","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"predictable schemas","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide clear, actionable error states for customers when","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connections fail","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Error messages should guide agents toward solutions with specific suggestions and next steps.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Expired or revoked key","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"server.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
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-5443808272958953743
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-4116945487217920331
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idle
|
accessibility
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
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Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
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Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
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Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Link to Epik in Jira
Document status
DRAFT
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DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”...
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/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776868207920_m2.jpg...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
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Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
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Product Tiering
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Recording Consent
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Automated CRM Filling
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AJA on Anything
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH...
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idle
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accessibility
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
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Product Briefs Change emoji
Product Briefs
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Change emoji Activity Export
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Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH...
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71934
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1737
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8
|
2026-04-22T14:30:20.711003+00:00
|
/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776868220711_m2.jpg...
|
Firefox
|
Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
|
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|
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|
monitor_2
|
NULL
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NULL
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NULL
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most...
|
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
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Core Product Performance Metrics
Product Documentation Change emoji
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Product Briefs Change emoji
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Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
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Billing Portal
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Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Results will update as you type.
Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level...
|
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Upload Video/Audio Recordings
White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
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Core Product Performance Metrics
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Activity Export
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Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
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Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
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Automated Exec Reports
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Auto-detect Activity Type
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AI Signals & Alerts
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AJA on Anything
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Jiminny MCP Connector
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Core Product Performance Metrics 📈
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Product Documentation Change emoji
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Product Briefs Change emoji
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Change emoji Activity Export
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Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers...
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2026-04-22T14:31:02.727661+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776868262727_m2.jpg...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
Competitive analysis
Competitive analysis
Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement...
|
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Ways of working - Product processes
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Upload Video/Audio Recordings
White-Label Jiminny Instance
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Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
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Product Tiering
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Recording Consent
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Automated CRM Filling
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Automated Exec Reports
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Win/Loss Analysis for a Deal
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Jiminny MCP Connector
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:...
|
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Reinvent Themes & Topics (and ACS)
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Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
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Ask Jiminny Anything on Call level
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Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
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Automatically record all calendar meetings
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Product Tiering
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Recording Consent
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Automated CRM Filling
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Automated Exec Reports
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Auto-detect Activity Type
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AI Signals & Alerts
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AJA on Anything
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Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly...
|
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The Jiminny","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Jiminny-side outage","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No data found","depth":23,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Allow customers to securely control who and what data is accessible externally","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"as well.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Private meetings shouldn’t be exposed via","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"When a meetings is set to Private then the information about it shouldn’t be exposed through the","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Ensure data is structured to be easily combined with:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CRM (accounts, deals)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"external docs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Use consistent identifiers:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"account IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"deal IDs","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"is available only for Scale tier and above","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Customers who are on Capture tier should be able to access any of their data through","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":".","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"MCP","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"access should stop working.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide visibility into how external AI tools access Jiminny data","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"HIGH","depth":24,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Audit logs:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"what data was accessed by which external system when","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"identity - who made the request","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"specific queries/filters used","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"failed access attempts (especially cross-visibility-boundary attempts)","depth":22,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"example from Atlassian -","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"Monitor Atlassian Rovo MCP server activity | Atlassian Support","depth":20,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Monitor Atlassian Rovo MCP server activity | Atlassian Support","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Provide customers with example prompts to get started quickly","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
|
2855944492279974851
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-8728614463131126091
|
idle
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accessibility
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NULL
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Core Product Performance Metrics 📈
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Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
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Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
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Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
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Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
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AI Signals & Alerts
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AJA on Anything
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AI Call Scoring
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Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:
{
"deal_name": "ACME",
"stage": "Negotiation",
"recent_activity": [
"Demo call on 2026-04-01",
"Pricing discussion on 2026-04-03"
],
"risks": [
"Pricing concerns",
"Security review pending"
], "next_steps": [
"Send follow-up to VP Sales",
"Share security documentation"
]
}
Ensure the AI can easily understand the schema of the data coming from Jiminny
HIGH
Models perform much better when tools have:
clear names
rich descriptions
predictable schemas
Provide clear, actionable error states for customers when
MCP
connections fail
HIGH
Error messages should guide agents toward solutions with specific suggestions and next steps.
Expired or revoked key
— “Error: Authentication failed. The API key used to access Jiminny has been revoked or has expired. Please ask your Jiminny admin to generate a new API key in Settings > Organization > General and reconnect the
MCP
server.”
Rate limit hit
— “Error: Rate limit exceeded. Too many requests have been made to the Jiminny
MCP
server in a short period. Please wait 60 seconds before retrying.”
Permissions mismatch
— if a user tries to access data outside their team visibility settings - “Error: Access denied. The requested call (call_id: [X]) is outside your team's visibility settings in Jiminny. Only calls within your permitted scope are accessible.”
Trying to access private meeting
- “Error: Access denied. This meeting has been marked as private by the host and cannot be accessed through the
MCP
connector. Try requesting a different call or ask the meeting host to change the visibility settings in Jiminny.”
Downgraded/Capture account
— if a customer's plan drops below Scale tier or the Customer is on Capture in the first place - “Error:
MCP
access unavailable. The Jiminny
MCP
connector is available on the Scale plan and above. Your account does not currently have an active Scale subscription.”
Jiminny-side outage
— “Error:Jiminny is temporarily unavailable (status 503). This is not a data or permissions issue — please retry in a few minutes.”
No data found
- “Error:No calls found matching your criteria. Try adjusting your filters — for example, widening the date range, removing the account filter, or checking the rep name is spelled correctly in Jiminny.”
Allow customers to securely control who and what data is accessible externally
HIGH
Ensure
MCP
only exposes data user has access to - based on team visibility settings. This means that if a user is not allow to access calls/deals in Jiminny UI then they shouldn’t be able to access those through the
MCP
as well.
Private meetings shouldn’t be exposed via
MCP
HIGH
When a meetings is set to Private then the information about it shouldn’t be exposed through the
MCP
.
Ensure Jiminny data can be combined with other sources (e.g. CRM, docs) in AI workflows
HIGH
Ensure data is structured to be easily combined with:
CRM (accounts, deals)
external docs
Use consistent identifiers:
account IDs
deal IDs
MCP
is available only for Scale tier and above
HIGH
Customers who are on Capture tier should be able to access any of their data through
MCP
.
This should also cover the scenario when a customer has been on Scale but then downgrades to Capture - their
MCP
access should stop working.
Provide visibility into how external AI tools access Jiminny data
HIGH
Audit logs:
what data was accessed by which external system when
identity - who made the request
specific queries/filters used
failed access attempts (especially cross-visibility-boundary attempts)
Admins should be able to access the logs from the org settings.We can start with a csv export before building a specific page for it.
example from Atlassian -
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Monitor Atlassian Rovo MCP server activity | Atlassian Support
Provide customers with example prompts to get started quickly...
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/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776868295319_m1.jpg...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
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Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
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Feedback
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
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Link to Epik in Jira
Document status
DRAFT
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Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕...
|
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
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Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
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Product Documentation Change emoji
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Product Briefs Change emoji
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Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕...
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2026-04-22T14:31:49.184683+00:00
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/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776868309184_m1.jpg...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
Product Strategy 2025+
Product Strategy 2025+
Competitive analysis Change emoji
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Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
Product Documentation Change emoji
Product Documentation
Product Documentation
Product Briefs Change emoji
Product Briefs
Product Briefs
Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
Feedback
Feedback
Research & User Feedback Change emoji
Research & User Feedback
Research & User Feedback
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
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% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
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Importance
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Notes
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Requirement
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Importance
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Notes
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Requirement
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Importance
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Notes
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Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:...
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\"ACME\"","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"}","depth":21,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"responce:","depth":20,"help_text":"","role_description":"text","subrole":"AXUnknown"}]...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes Change emoji
Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
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Product Documentation Change emoji
Product Documentation
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Product Briefs Change emoji
Product Briefs
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Change emoji Activity Export
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Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
Better AI outputs using real customer conversations
Ability to build automated workflows across tools
For Jiminny
For Jiminny
For Jiminny
Increased product stickiness (embedded in workflows)
Competitive parity with Gong / Avoma etc.
💡 Solution ideas
💡
💡
Solution ideas
💡 Solution ideas
Build an
AI Knowledge Connector (
MCP
-based)
that:
Exposes Jiminny data (calls, transcripts, metadata) to AI tools
Provides
structured insights
(summaries, action items, scoring etc.)
Supports
deal-level context
Allows integration into customer-owned AI stacks (Claude + Zapier, etc.)
Change emoji Success metrics
Success metrics
Change emoji Success metrics
List the key goals and how you will measure success. Include both qualitative and quantitative metrics (e.g., user adoption, retention rate, revenue targets).
Goal
No sort applied to the column
Metric
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
Decrease the manual copying of transcripts
decrease by X %
Goal
No sort applied to the column
Increase stickiness by ensuring Jiminny is embedded in the customer’s workflows
Decrease the manual copying of transcripts
Metric
No sort applied to the column
% of customers connecting external AI tools
Number of
MCP
/API calls per customer - and which ones are being used the most
decrease by X %
Change emoji User interaction and design
User interaction and design
Change emoji User interaction and design
Simple setup flow:
Generate API key / connect
MCP
Clear instructions for Claude / Zapier setup
Provide:
Example prompts for Claude
Pre-built workflow templates for Zapier
Clear documentation - with use cases
👉 Focus:
usable by non-technical users
Change emoji Detailed Requirements
Detailed Requirements
Change emoji Detailed Requirements
List the functional and non-functional requirements. Prioritize them (e.g., High, Medium, Low) and add notes for clarification.
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Requirement
No sort applied to the column
Importance
No sort applied to the column
Notes
No sort applied to the column
Allow customers to connect Jiminny to their AI tools (e.g. Claude, OpenAI)
HIGH
Provide
MCP
endpoint so customers can easily integrate Jiminny into their AI stack
Allow customers to access call data through AI tools
HIGH
Expose Jiminny data:
list calls (filter by date, user, account, deal)
get call
get transcript (speaker-separated)
get call metadata
search calls (keyword + semantic)
Support filtering by:
account / contact/ lead / deal
jiminny user
date range
Allow customers to search and query calls using AI tools
HIGH
Support keyword and semantic search across conversations
Provide structured insights so customers can generate better outputs
HIGH
For each call, expose:
Summary
Action items
Key points
Activity type
Notes
Call Score
CRM information
Allow customers to understand deal status across multiple calls/emails
HIGH
For each deal expose:
calls/meetings/emails
Identified risks
contacts related to the deal with their job title
linked account details
all CRM field information that we have in
DI
+ fields used for CRM filling
example - get_deal_summary
request -
{
"tool": "get_deal_summary",
"arguments": {
"deal_name": "ACME"
}
}
responce:...
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/Users/lukas/.screenpipe/data/data/2026-04-22/1776 /Users/lukas/.screenpipe/data/data/2026-04-22/1776868312060_m2.jpg...
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Jiminny MCP Connector - Product - Confluence — Wor Jiminny MCP Connector - Product - Confluence — Work...
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jiminny.atlassian.net/wiki/spaces/PROD/pages/37282 jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector...
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes
Ways of working - Product processes
Core Product Performance Metrics 📈
Core Product Performance Metrics
📈
Core Product Performance Metrics
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Product Documentation
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Product Briefs Change emoji
Product Briefs
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Change emoji Activity Export
Activity Export
Change emoji Autologging activities
Autologging activities
Deal Insights - Multiple currencies
Deal Insights - Multiple currencies
Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
Feedback Change emoji
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Feedback
Research & User Feedback Change emoji
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers...
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(Sales,","depth":18,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"CS","depth":19,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":", RevOps)","depth":18,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Companies already experimenting with Claude / OpenAI","depth":18,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)","depth":18,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXHeading","text":"🤕 Pain point or problem","depth":15,"help_text":"","role_description":"heading","subrole":"AXUnknown"},{"role":"AXLink","text":"🤕","depth":16,"help_text":"https://emojipedia.org/face-with-head-bandage/","role_description":"link","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"🤕","depth":17,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Pain point or problem","depth":16,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"🤕 Pain point or problem","depth":16,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"Jiminny data is locked in the platform","depth":18,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"AI tools lack access to high-value conversation context","depth":18,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Customers must manually export/copy transcripts","depth":18,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people","depth":18,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Peer pressure as almost all competitors have this","depth":18,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXHeading","text":"💥 Impact and benefits","depth":15,"help_text":"","role_description":"heading","subrole":"AXUnknown"},{"role":"AXLink","text":"💥","depth":16,"help_text":"https://emojiterra.com/collision/","role_description":"link","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXStaticText","text":"💥","depth":17,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXStaticText","text":"Impact and benefits","depth":16,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"💥 Impact and benefits","depth":16,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false},{"role":"AXHeading","text":"For customers","depth":15,"help_text":"","role_description":"heading","subrole":"AXUnknown"},{"role":"AXStaticText","text":"For customers","depth":17,"help_text":"","role_description":"text","subrole":"AXUnknown"},{"role":"AXButton","text":"For customers","depth":16,"help_text":"","role_description":"button","subrole":"AXUnknown","is_enabled":true,"is_focused":false,"is_selected":false}]...
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1857300235255705112
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-2405502999198124361
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app_switch
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hybrid
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Platform Sprint 2 Q2 - Platform Team - Scrum Board Platform Sprint 2 Q2 - Platform Team - Scrum Board - Jira
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
SevenShores\Hubspot\Exceptions\BadRequest: Client error: `POST https://api.hubapi.com/crm/v3/objects/contact/search` resulted in a `429 Too Many Requests` response: {"status":"error","message":"You have reached your secondly limit.","errorType":"RATE_LIMIT
[JY-20372] AI Reports > Empty page design and promotion - Jira
[JY-20372] AI Reports > Empty page design and promotion - Jira
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
Jiminny
Jiminny
Workers | Datadog
Workers | Datadog
Pull requests · jiminny/app
Pull requests · jiminny/app
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
[JY-20728] [HubSpot] Find the root cause of 429 hit and tweak API client rate limiter - Jira
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
JY-9712 | Nuges to expire after one year by nikolaybiaivanov · Pull Request #11981 · jiminny/app
Jiminny
Jiminny
CloudWatch | us-east-2
CloudWatch | us-east-2
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Your 'Not enpough activities' report wasn't generated - [EMAIL] - Jiminny Mail
Jiminny MCP Connector - Product - Confluence
Jiminny MCP Connector - Product - Confluence
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Product Strategy 2025+ Change emoji
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Ways of working - Product processes
Ways of working - Product processes
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Change emoji Activity Export
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Change emoji Autologging activities
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Deal Insights - Multiple currencies
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Reinvent Themes & Topics (and ACS)
Reinvent Themes & Topics (and ACS)
Change emoji Billing Portal
Billing Portal
Change emoji Upload Video/Audio Recordings
Upload Video/Audio Recordings
White-Label Jiminny Instance
White-Label Jiminny Instance
Win/Loss Analysis for a Deal
Win/Loss Analysis for a Deal
Change emoji Hubspot app
Hubspot app
Change emoji Automatically hard delete data for churned customers
Automatically hard delete data for churned customers
Change emoji Ask Jiminny Anything on Call level
Ask Jiminny Anything on Call level
Change emoji Ask Jiminny for Open and Closed Deals
Ask Jiminny for Open and Closed Deals
Change emoji Ask Jiminny Anything on Deal level
Ask Jiminny Anything on Deal level
Change emoji Automatically record all calendar meetings
Automatically record all calendar meetings
Change emoji Product Tiering
Product Tiering
Change emoji Recording Consent
Recording Consent
Change emoji Automated CRM Filling
Automated CRM Filling
Change emoji Automated Exec Reports
Automated Exec Reports
Change emoji Auto-detect Activity Type
Auto-detect Activity Type
AI Signals & Alerts
AI Signals & Alerts
Change emoji AJA on Anything
AJA on Anything
Change emoji AI Call Scoring
AI Call Scoring
Jiminny MCP Connector
Jiminny MCP Connector
Desktop app to record a meetings without visible Notetaker
Desktop app to record a meetings without visible Notetaker
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Jiminny MCP Connector
Updated 10m ago
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Jiminny MCP Connector
Jiminny MCP Connector
Jiminny MCP Connector
By Galya Dimitrova
By Galya Dimitrova
Read time 12 min
12 min
Views 14
14
Add a reaction
Add a reaction
Epic
Link to Epik in Jira
Document status
DRAFT
Epic
Document status
Link to Epik in Jira
DRAFT
Change emoji Objective
Objective
Change emoji Objective
Enable customers to connect Jiminny data to external AI tools (Claude, OpenAI, Gemini) so it can be used as part of their broader knowledge base and workflows.
Position Jiminny as a
data layer for AI-driven revenue workflows
, not just a standalone product.
👤 Target user
👤 Target user
👤 Target user
Revenue teams using AI tools (Sales,
CS
, RevOps)
Companies already experimenting with Claude / OpenAI
Mid-market & Enterprise customers with multiple data sources (CRM, docs, CI tools, Support tools etc)
🤕 Pain point or problem
🤕
🤕
Pain point or problem
🤕 Pain point or problem
Jiminny data is locked in the platform
AI tools lack access to high-value conversation context
Customers must manually export/copy transcripts
No easy way to combine calls with CRM + docs + other info - using the Jiminny API is not suitable for non technical sales people
Peer pressure as almost all competitors have this
💥 Impact and benefits
💥
💥
Impact and benefits
💥 Impact and benefits
For customers
For customers
For customers
ActivityrireroxToolscalMistorbookmarksProtllesWindowmelpJiminny... vt3 #ai-chapter8 16MessagesAdd canvasUr Files# Channels# ai-chapter# alerts# backend# c-learning-people# confusion-clinic# curiosity_lab# deal-insights-dev# engineering# frontend# general# infra-changes# jiminny-bg8 people-with-coppilo...& people-with-zoom-...# platform-team# platform-tickets# product_launches# random# releases# sofia-office# support# thank-yous# the_people_of jimi...• Direct messages.https://modelccToday ~col.io/docs/learn/architecture?Model Context ProtocoArchitecture overview - Model ContextProtocol (21 kB) -Model Context ProtocolVasil Vasilev 5:12 PMI• LaravelLaravel MCP - Al toolling for Laravel. bv theLaravel team | Laravel - The clean stack forArhisans and agentcLaravel is a PHP web application frameworkwith expressive, elegant syntax. We'vealready laid the foundation - freeing you tocreate without sweating the small things.(2 MB) -Message #ai-chapter+ AalRenorts:tJobTest extends TeMockObject $reportsService&Mock0bject$prophetClient;ect sloggernsur lbeneracor.nockubTect sTobb1spa→ E, Side-by-39 tests/Unit Alobs/Autoce Tests Unit hlohsbon\Carbon;phe logging.php configlinny\Component\Propluse Jiminny\Component\Propl© PlaybackService.php app/Services—use Jiminny\Jobs\Automatedi#report-not-generated.blade.php resources/views/emails/reports_use Jiminny\Models\Automat‹© ReportNotGenerated.php app/Mail/Reports© RequestGenerateAskJiminnyReportJob.php app/Jobs/AutomatedReports_ use Jiminny\Models |Automat:use Jiminny \Models\Team;© RequestGenerateAskJiminnyReportJobTest.php tests/Unit/Jobs/AutomatedRe— use Jiminny\Models\User;© SendReportNotGeneratedMailJob.php app/Jobs/AutomatedReports© SyncTolntercom.php app/Jobs/TeameNestsiunitvobsjautomateakeprivate AutomatedReporUnversioned Files 8 filesorzvare Ask.aminnvkedo= env.nikilocal apoprivate ProphetClientslE env.other appprivate Loqgerinterfac© CanAccessAiReportsTest.php tests/Unit/Policies© CreateMockAskJiminnyReportResultCommand.php app/Console/Commands/R=protected function set=ids.txt aodTgraw_sqL_query.sql appSthis->renortServi→ CSevenShores|Hubspot|Exceptions(UY-20372) Al Reports > Empty par≥ Jiminny MCP Connector - Produc© JiminnyWorkers | DatadogPull requests • jiminny/app(JY-20728) (HubSpot) Find the roc• JY-9712 | Nuges to expire after oni9 Jiminns@ CloudWatch | us-east-2M Your 'Not enpough activities' repol* Jiminny MCP Connector - Prod X_ New Tab©jiminny.atlassian.net/wiki/spaces/PROD/pages/3728244737/Jiminny+MCP+Connector•: & JMINNYQ Search Confluence, Jira, Google Drive and other apps$ Productv E Jiminny MCP Connector> 7 Product Docun 1 Back to topv ? Product Briefs• • Activity Export|• V Autologging activities• E Deal Insiahts - Multiple currencies• = Reinvent Themes & Tonics (and ACS)• V Billing Portal|• • Upload Video/Audio Recordings• = White-Label Jiminny Instance• • Win/Loss Analysis for a Deal• • Hubspot app.• V Automatically hard delete data for churned customers• V Ask Jiminny Anything on Call level• • Ask Jiminny for Open and Closed Deals• V Ask liminny Anvthina on Deal level• V Automatically record all calendar meetings• • Product Tiering• Recording Consent• V Automated CRM Filling• • Automated Exec Reports• E Auto-detect Activity Type• E AI Signals & Alerts.• M AJA on Anything• AI Call Scoring1 • E Jiminny MCP Connector• E Desktop app to record a meetings without visible N...> 8 Feedback> • Research & User Feedback+ Create© Jira8: Teams* More|RecuirementEnsure the AI can easily understand the schema of the data comingfrom JiminnyProvide clear, actionable error states for customers when MCPconnections failImportanceHIGHHIGHC< 40 lAlchapter-29mleft A 100% C/3 Wed 22 Apr 17:31:52+ CreateC ASk ROVO A ® 0Updated 10m ago 0DD 3[ Edit& Share@ ...Notes"Security review pending"1, "next steps": ["Send follow-up to VP Sales","Share security documentation"1Models perform much better when tools have:• clear namespich desciaschemasError messages should guide agents toward solutionswith specific suggestions and next steps.1. Expired or revoked key — "Error: Authenticationfailed. The API key used to access Jiminny hasbeen revoked oihas expired. Please ask yourJiminny admin to generate a new API key inSettings > Organization > General and reconnectthe MCP server."2. Rate limit hit — "Error: Rate limit exceeded. Toomany requests have been made to the JiminnyMCP server in a short period. Please wait 60seconds before retrying."3. Permissions mismatch — if a user tries to accessdata outside their team visibility settings - "Error:Access denied. The requested call (call_id: [X]) isoutside your team's visibility settings in Jiminny.Only calls within your permitted scope areaccessible."4. Trying to access private meeting - "Error: Accessdenied. This meeting has been marked as private...
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