"Jira for Claude Code": sprint/card/doc project management exposed over MCP, so AI agents plan, execute and track their own development.
README
Claude Organizer gives Claude Code a real project-management system — cards, sprints, comments and docs — as queryable state over MCP, instead of spec Markdown files that grow without bound and go stale. A clean Nuxt UI mirrors the same board for humans, in real time.
It ships as a Claude Code plugin (five skills + the MCP server), backed by a pnpm monorepo you run with Docker.
<br/> <br/> <img src="docs/screenshots/board.png" alt="Claude Organizer board — a sprint with cards across To do / In progress / Review / Done" width="100%"/> </div>A long-running coding agent has no memory between sessions. The usual fix — piling plans and decisions into ever-growing .md files — rots fast: the files drift from reality, contradict each other, and bloat the context window.
Claude Organizer flips that. What to do (the active sprint, cards, backlog, comments, decisions, docs) lives in a database the AI queries on demand through MCP tools, and edits as work progresses. The agent orients itself at the start of every session by reading the board — not by re-reading stale prose. You watch the same board, drag cards, and leave comments the agent reads back.
prj_, crd_, spr_…) tell the AI what it's holding at a glance.