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AI PM Lab

Learn how AI products work: lessons, model cost comparisons, real experiments, PM guides.

Endpoint
Answering
Works in
20 of 21 clients
Tools
18
Last checked
Oct 16, 2026

Does AI PM Lab work in your MCP client?

Registry name io.aipmlab/ai-pm-lab, endpoint https://aipmlab.io/api/mcp.

  • Claude Codeworks
  • Claude Desktopworks
  • Claude.aiworks
  • Claude API MCP connectorworks
  • ChatGPTworks
  • OpenAI Responses APIworks
  • Codexworks
  • Gemini CLIworks
  • Cursorworks
  • VS Code (GitHub Copilot)works
  • Windsurf (Devin Desktop)works
  • Zedworks
  • JetBrains AI Assistantworks
  • Junieunknownno source confirms Junie supports Streamable HTTP
  • Clineworks
  • Continueworks
  • Gooseworks
  • Lovableworks
  • Replit Agentworks
  • Bolt.newworks
  • v0works

How clients sign in

No credentials: it answered lurq's probe without any.

Tools

search_lessonsget_lessonlist_challengesdefine_termcount_tokensestimate_costcompare_modelslist_experimentsreplay_experimentquiz_mereview_ai_specprep_planning_meetingdesign_eval_suitewrite_acceptance_criteriaprice_ai_featureplan_ai_launchreview_launch_readinessreview_ai_incident

Get the setup for your client from your agent

This page is a daily snapshot. lurq's connect_check answers for the client you are wiring this server into, with the exact steps and the config to paste in that client's own format, and lurq mcp-pin tells you when the server changes. One command connects Claude Code, Cursor, VS Code and other agents:

npx lurqrun

Free to start. How connect_check works

From lurq's credential-free probe of this server's endpoint on Oct 16, 2026, and each client's own documentation. This page refreshes every 168 hours. How the probe works, and how maintainers opt out.