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PostHog integration for AI chat

Connect your PostHog account and the Endless agent can answer product questions from your data, investigate errors, read experiments and change feature flags through PostHog's own MCP server.

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What the agent can do with PostHog

  1. 01

    Ask product questions

    Query insights, trends and funnels, or write SQL against your PostHog data.

  2. 02

    Triage errors

    List the top errors, read a stack trace and update an issue's status.

  3. 03

    Manage flags and experiments

    Create and change feature flags, and read how an experiment is doing.

  4. 04

    Look at sessions and logs

    Find session replays and search logs around an issue.

  5. 05

    Read dashboards and surveys

    Open dashboards, read survey responses and check web analytics.

Things to ask

  • “What were the top five errors in PostHog this week, and how many users did each affect?”
  • “How many people signed up last month, by country, according to PostHog?”
  • “Turn off the new-checkout feature flag in PostHog for everyone outside the beta cohort.”
  • “Summarize the results of our pricing page experiment in PostHog.”

How to set it up

  1. 01

    Open connectors

    In Endless, open Settings and go to Connectors.

  2. 02

    Connect PostHog

    Connect PostHog from its card, then approve access on PostHog's sign-in page.

  3. 03

    Ask in chat

    Start a chat and ask for what you need. The agent uses PostHog when your request calls for it.

PostHog tools in its MCP documentation

PostHog's MCP documentation groups its tools by product. These are its 73 groups. Which tools the agent gets depends on your PostHog account, your plan and PostHog's server today.

Read PostHog's MCP documentation

GroupTools in it, in PostHog's words
Access control15 MCP tools
Actions5 MCP tools
AI observability96 MCP tools
Alerts8 MCP tools
Annotations6 MCP tools
Autoresearch24 MCP tools
Billing15 MCP tools
Business knowledge14 MCP tools
Canvas21 MCP tools
Cohorts6 MCP tools
Context wiki7 MCP tools
Conversations13 MCP tools
Core20 MCP tools
Cross-project dashboards3 MCP tools
Customer analytics73 MCP tools
Dashboards19 MCP tools
Data catalog20 MCP tools
Data pipelines9 MCP tools
Data quality8 MCP tools
Data schema1 MCP tool
Data warehouse27 MCP tools
Debug1 MCP tool
Docs1 MCP tool
Early access features5 MCP tools
Endpoints14 MCP tools
Engineering analytics12 MCP tools
Error tracking28 MCP tools
Error tracking alerts4 MCP tools
Events & properties3 MCP tools
Experiments50 MCP tools
Feature flags29 MCP tools
Feedback1 MCP tool
Field notes3 MCP tools
Function templates2 MCP tools
Functions14 MCP tools
Health3 MCP tools
Insights & analytics1 MCP tool
Integrations10 MCP tools
Logs21 MCP tools
Managed migrations2 MCP tools
Marketing analytics11 MCP tools
MCP analytics16 MCP tools
MCP registry2 MCP tools
MCP Store2 MCP tools
Messaging3 MCP tools
Metrics6 MCP tools
Notebooks26 MCP tools
Organization & project management4 MCP tools
Persons7 MCP tools
Platform Features26 MCP tools
PostHog AI2 MCP tools
PostHog Review4 MCP tools
Product analytics9 MCP tools
Query wrappers12 MCP tools
Reminders5 MCP tools
Replay vision52 MCP tools
Reverse proxy6 MCP tools
Session replays8 MCP tools
Signals89 MCP tools
Skills22 MCP tools
SQL1 MCP tool
Stamphog9 MCP tools
Streamlit apps12 MCP tools
Subscriptions9 MCP tools
Surveys11 MCP tools
Tasks23 MCP tools
Tracing12 MCP tools
Utilities1 MCP tool
Visual review23 MCP tools
Warehouse sources31 MCP tools
Warehouse suggestions7 MCP tools
Web analytics17 MCP tools
Workflows39 MCP tools

Frequently asked questions

  • Does PostHog charge for its MCP server?

    PostHog says connecting and calling its tools is free. Some tools use AI internally, can be billed as PostHog AI usage and need AI data processing turned on in your PostHog organization.

  • Does it work with PostHog EU?

    Yes. PostHog's sign-in sends you to the right region, US or EU, for the account you log in with.

  • Do I need a PostHog account?

    Yes. Each person in the workspace connects their own PostHog account, and the agent acts with that account's access. Nobody else in the workspace can use your connection.

  • Can a workspace admin turn PostHog off?

    Yes. An admin can turn a connector off for the whole workspace in the Workspace tab of the connectors settings. Members choose for themselves among the connectors left on.

  • Can a scheduled task use PostHog?

    Yes. A scheduled task can use the connectors its creator has connected, so a weekly report can read PostHog the same way a chat does.

  • Which chat models can use PostHog?

    The chat model you pick in Endless gets the PostHog tools, so you can switch models in a conversation and keep the connection.

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