plane-mcp-server

Plane-mcp-server is an official connector that lets AI assistants (like Claude) read and interact with Plane, a project management tool. It provides access to projects, issues, cycles, and other workspace data through the Model Context Protocol standard.

Teams using Plane for project management who want to integrate it with AI assistants for tasks like reading issues, creating tasks, or querying project status. Developers building AI workflows that need to pull data from Plane.

• Jira MCP connector: Similar protocol for connecting Atlassian Jira project management
• Asana MCP server: Official connector for Asana task and project tracking
• Linear integration: Similar third-party connectors for Linear issue tracking
• Native Plane API: Use Plane's REST API directly with custom scripts for more controlled access

Install via npm: npm install @makeplane/plane-mcp-server

For Claude Desktop, add to your config:

{
  "mcpServers": {
    "plane": {
      "command": "npx",
      "args": ["@makeplane/plane-mcp-server"]
    }
  }
}

You'll need to provide your Plane workspace URL and API credentials. Follow the project's README for full setup steps.

• Credential exposure: Stores your Plane API key; if compromised, attackers can access all your project management data and create/modify issues
• Over-broad access: The AI assistant gets permission to read sensitive project details, timelines, and potentially confidential task information
• Malicious prompts: A user could trick the AI into revealing private issue descriptions, team members' workload, or unreleased feature plans embedded in Plane
• Data leakage in logs: API responses containing project data might be logged by Claude or the MCP server, risking exposure
• No built-in audit trail: You may not see which data the AI actually accessed from Plane or when