Plane's official MCP server exposes about 30 resource tools (work items, cycles, modules, projects and more) with PQL-based querying. A hosted HTTP endpoint handles OAuth on connect, with a separate endpoint for personal access tokens, and a local stdio server runs via uvx for self-hosted Plane.
Also available as
Connect
- 1Connect it in ChatGPT
Turn on Developer mode in ChatGPT (Settings → Security and login), open Plugins, select + and paste https://mcp.plane.so/http/mcp as the MCP server URL, then sign in with OAuth. Add it to a chat from the composer's tools menu.
- 2Or add it to Codex or the API
codex mcp add plane --url https://mcp.plane.so/http/mcp codex mcp login planeThe login command opens a browser to finish OAuth.
Configs are generated from the publisher's documented endpoint. Check their docs for plan requirements and scopes. New to this? Read the step-by-step tutorial.
Tools 3
workitemcycleget_pql_referenceThings to ask
- “List urgent work items that are in progress”
- “Create a work item 'Fix login redirect' in the Web project”
- “What's left in the current cycle?”
- “Move all done items from cycle 12 to archived”