OpenProject CE MCP

PyPI Python 3.10+ License: MIT MCP

An MCP server for OpenProject that lets local AI agents read and manage project data through structured, guarded tools.

The server runs as a local subprocess of your MCP client over stdio. It wraps OpenProject API v3 and exposes typed tools for projects, work packages, memberships, versions, boards, time entries, and more.

Reading this on PyPI? All links below point to the GitHub repository — the docs/ pages and images ship in the git repo and source distribution, not in the installed package itself.

Why use this MCP

  • Context-frugal by design — compact, agent-shaped responses instead of raw HAL payloads (~21 fields + ~46 links per item in the raw API). Measured up to −98% tokens per response with select; see Context efficiency for the full numbers.
  • Guarded writes — every write follows a preview-then-confirm pattern; there is no way to bypass it.
  • Defense-in-depth project scope — MCP read/write allowlists restrict the token's effective scope in addition to OpenProject's own server-side permissions.
  • Typed tools, not a raw REST client — one call per intent (list, search, create, update) instead of hand-built HAL requests and link-following.

What you can do

Projects

  • List, create, copy, update, and delete projects
  • Read project configurations, lifecycle phases, and admin context
  • Create, update, and delete memberships and versions; list roles

Work packages

  • List and search work packages with structured filters
  • Create, update, and delete work packages; create subtasks; create, update, and delete relations; add comments (no edit or delete)
  • Upload and delete attachments; add and remove watchers; read activity logs
  • Log, update, and delete time entries

Boards and views

  • Create, read, update, and delete saved boards (queries); read views

Users and groups

  • Read user accounts and group memberships
  • Create, update, lock, unlock, and delete users; add and remove group members

Supporting data

  • Fetch individual wiki pages by id; create, update, and delete news; read and update documents
  • Read and mark notifications; read help texts, working days, and instance configuration
  • Create and inspect grids; inspect custom options

All write operations follow a preview-then-confirm pattern: call a tool once to get a validated preview, then again with confirm=true to execute. There is no way to bypass this.

Scope: Community Edition

This MCP server targets OpenProject Community Edition only. It does not support Enterprise Edition features such as:

  • Placeholder Users
  • Budgets
  • Portfolios
  • Programs
  • Custom Actions
  • Baseline Comparisons

Note: OpenProject Enterprise Edition includes its own MCP server. If you have an Enterprise license, use the official Enterprise MCP instead of this one.

How it works

  • Communicates with the MCP client over stdio — no remote server, no persistent storage
  • Read tools are registered by default, but no project data is accessible until OPENPROJECT_READ_PROJECTS is configured
  • The 5 core write categories are enabled by default, but stay inert until a project is listed in OPENPROJECT_WRITE_PROJECTS — that allowlist, not the category flags, is the real gate; personal-data and admin writes stay opt-in separately
  • Create and update operations validate the payload against OpenProject form endpoints before writing; delete and other simple operations execute directly once confirmed
  • Project scope is enforced server-side: the MCP only exposes what the configured allowlists permit
  • Responses are bounded and paginated — compact summaries, not raw HAL payloads

A core reason to use this MCP instead of calling the OpenProject REST API directly: it returns context-frugal responses instead of raw HAL payloads — and not just for listing. The numbers below are measured against the same three representative work packages; read/search/write/batch calls all land in the same −82% to −98% range. For the full per-call-type breakdown, the tool-catalog size numbers, and how to reproduce them, see Context efficiency.

Response Tokens vs. raw API
Raw OpenProject REST API v3 (HAL) ~7,950 baseline
list_work_packages (MCP) ~1,080 −86%
list_work_packages with select (5 fields) ~120 −98%

Install

This quickstart requires pipx; see Installation if it isn't installed yet.

pipx install openproject-ce-mcp
openproject-ce-mcp configure
openproject-ce-mcp --version

uv tool install openproject-ce-mcp and pip install openproject-ce-mcp work the same way if you'd rather not use pipx — see Advanced install alternatives (also covers uvx for a zero-install run).

configure collects your OpenProject URL, API token, and project scope, then writes the config for the MCP client(s) you choose. Project-scoped is recommended: the server is then available only in the current project. Global makes it available everywhere. Restart your MCP client afterward, then ask it to call get_current_user or list_projects to verify.

See Installation for requirements, updating, source installs, and uninstalling, and Clients for per-client setup guides.

Documentation

Full documentation lives in docs/, starting at the documentation hub:

Configuration essentials

Your client config (.mcp.json, .codex/config.toml, or .vscode/mcp.json) contains your API token — treat it like a password and keep it out of version control; choose your client-specific guide from Clients for the exact .gitignore step. configure writes a minimal config: only the values that differ from a safe default. Read tools are registered by default, and so are the 5 core write categories — but project access stays denied either way until you list projects in OPENPROJECT_READ_PROJECTS (and, for writes, in OPENPROJECT_WRITE_PROJECTS too); that allowlist pair, not the category flags, is the real gate.

See Configuration for the full environment variable reference and what configure --quick vs. --advanced ask.

Security

Prompt Injection

User-provided text (work-package descriptions, comments, news, wiki content) is marked with <user-content> tags and flagged in server instructions as untrusted. Agents should treat this content as data, not as instructions.

See SECURITY.md for the full security model, including prompt injection mitigations, reporting procedures, and supported versions.

Development

git clone https://github.com/jtauschl/openproject-ce-mcp.git
cd openproject-ce-mcp
uv sync --dev
uv run pytest

See Development for the full test suite (unit, integration, and Docker test instances) and RELEASE.md for the maintainer release process.

License

MIT — see LICENSE. A single top-level license file covers the whole project; individual source files don't carry per-file copyright headers, matching common practice for MIT-licensed Python packages.