Plane MCP Server

Equip any AI agent with direct access to your Plane workspace. Whether you're using Plane Cloud or self-hosting, your AI assistant can seamlessly retrieve projects, analyze agile cycles, and parse the active issues pipeline without forcing you to click through kanban boards manually.

What you can do

• Projects & Core Entities — Extract isolated project architectures spanning across your Workspace, pulling high-fidelity descriptions and status parameters.
• Agile Cycles (Sprints) — Command the agent to list and structure your active development cycles, evaluating timelines and completion statuses.
• Work Items (Issues) — Perform deep sweeps over tasks and explicit tickets inside boundary states, analyzing what your engineering team is actually building.
• Modules & Taxonomy — Read epics (modules) and static categorization labels dictating your issue pipelines.

How it works

1. Install this integration onto your agent layer
2. Provide your Plane Personal API Key (and optionally, your self-hosted API URL)
3. Start fetching sprints and active cycles immediately from Cursor, Claude, or any MCP client

Who is this for?

• Project Managers — instantly retrieve all pending tasks in the current cycle (list_cycles & list_work_items) and summarize progress dynamically.
• Lead Engineers — inspect the ticket backlog without leaving your IDE; write code and verify module requirements consecutively.
• Product Teams — cross-reference structured modules versus labels without dealing with the visual planner interface.