Analytics MCP servers give your AI direct access to dashboards, metrics, and reporting tools. Query PostHog funnels, pull Plausible traffic data, run Mode Analytics reports, and analyze user behavior — all through conversational prompts instead of manual dashboard navigation.
Analytics MCP servers connect AI agents to business intelligence and product analytics platforms. The AI can query metrics, pull reports, analyze funnels, and surface insights from tools like PostHog, Plausible, Mode Analytics, and Google Analytics.
Most analytics servers focus on data retrieval — pulling metrics, running queries, and generating reports. Some platforms like Mode Analytics also support creating and modifying reports. The AI skill for each server describes exactly what operations are available.
MCP eliminates the export step entirely. Instead of downloading a CSV, uploading it to an AI, and asking questions, the AI queries the analytics platform directly and gets live data. No stale exports, no file management.
All analytics servers listed here work with Claude. PostHog and Plausible are popular for product analytics, Mode for BI queries. Choose based on where your data lives, not the AI client.