PostHog MCP
Let agents query analytics, feature flags, events, logs, and error tracking.
PostHog MCP lets agents query your PostHog account directly. This helps agents understand how a feature is used in production or debug behavior with real analytics context.
What agents can do
With PostHog MCP enabled, agents can look up:
- Feature flags
- Insights
- Events
- Logs
- Error tracking data
Setup
- Go to Project Settings -> Skills and MCPs.
- Enable PostHog.
- Add your PostHog Personal API Key.
Generate a key using the MCP Server preset at app.posthog.com/settings/user-api-keys?preset=mcp_server.
Your key is stored encrypted and only passed to agents when PostHog MCP is enabled.
When to use it
Ask agents to use PostHog when a ticket depends on product usage, flag state, event volume, conversion behavior, or production logs.