makeplane/plane-mcp-server

What it solves

This project provides a bridge between AI agents and Plane, a project management tool. It allows AI models to programmatically read and manage project data, such as work items, cycles, modules, and releases, without requiring the user to manually transfer data between the two systems.

How it works

It is implemented as a Model Context Protocol (MCP) server. It uses the plane-sdk to interact with Plane's API. The server exposes 30 tools—one for each Plane resource—which AI agents can call to perform over 200 operations. It supports multiple connection methods (transports), including local stdio, streamable HTTP, and OAuth for hosted environments.

Who it’s for

Developers and teams using Plane for project management who want to integrate their AI assistants (like Claude or Cursor) directly into their workflow to automate task tracking and project organization.

Highlights

• Extensive Toolset: Offers 30 tools covering 204 distinct operations across Plane resources.
• Flexible Authentication: Supports API keys, OAuth, and Personal Access Tokens (PAT).
• PQL Support: Allows AI agents to use Plane's Query Language (PQL) to search, count, and filter work items.
• Hoster-agnostic: Works with both Plane's cloud version and self-hosted instances.
• Multiple Transports: Supports stdio and HTTP for various MCP client compatibility.