Open-source, self-hosted product analytics & observability for MCP servers.
It's PostHog for MCP servers — see what your agents asked for, and what your tools couldn't deliver.
Repo → · Docs → · Quickstart →
Your users are AI agents, and when they can't do something through your MCP server they don't file a bug — they silently give up. mcpeye adds a one-line SDK to your server and turns what agents actually do through your tools into product analytics you can act on:
- ✨ Intent Gap Report — the asks your tools couldn't deliver, plus the capabilities agents wanted that no tool exists for yet. A build-next roadmap, for free.
- 🔁 Session Replay — step through every tool call an agent made: intent, arguments, result, errors.
- 🎯 Agent Goals — what people actually use your server for, with success rates.
Self-hosted via docker compose up — your agents' raw intent never leaves your stack.
npm install mcpeye · pip install mcpeye · gem "mcpeye" — then track(server, "your-project-id"). That's it.
MIT-licensed and self-hostable. ⭐ the repo, open an issue, or send a PR — we build what you ask for.
