Best MCP servers for product analytics
Product analytics with an agent is about answering behavioral questions, who converts, where users drop off, which feature drives retention, directly against the platform that captures your events. Instead of building a chart by hand, an agent can run a funnel, pull a retention cohort, or check an event trend in plain language. The right server is the analytics platform you instrument with, and the recurring need is an agent that can query events and metrics without you opening the dashboard. The servers below cover the major product-analytics platforms and BI layers that sit on your event data, each a real MCP server with a verified, current install config.
PostHog
PostHog
PostHog's official MCP server: query product analytics, manage feature flags and experiments, run HogQL, and triage errors from your editor.
PostHog's official server answers product-analytics questions in plain language and runs ad-hoc HogQL, so an agent can pull funnels, retention, and event trends directly.
Mixpanel
Mixpanel
Mixpanel's official hosted MCP server lets an agent query events, funnels, retention, and dashboards and manage metrics, experiments, and feature flags.
Mixpanel's server lets an agent query events, funnels, and behavioral cohorts, the pick for teams whose product analytics are instrumented in Mixpanel.
Metabase
Cognition
A maintained Metabase MCP server from Cognition that lets an agent run questions, build dashboards, and query databases across your Metabase instance.
Metabase's server lets an agent run questions and read dashboards over your connected databases, a BI layer for self-serve analytics across many sources.
ClickHouse
ClickHouse
ClickHouse's official MCP server lets agents list databases and tables and run read-only SQL against a ClickHouse cluster.
ClickHouse's official server runs read-only SQL over a columnar store built for event analytics, ideal when your raw product events live in your own warehouse.