What is an MCP-compatible project management tool?
A project management tool that ships a Model Context Protocol (MCP) server endpoint that AI agents like Claude Desktop, Gemini CLI, ChatGPT custom connectors, Cursor, and GitHub Copilot can connect to via Streamable HTTP. The agent reads + writes the PM tool's data directly inside the conversation, instead of you copy-pasting between the chat and the PM UI.
Which PM tools have native MCP servers?
Onplana (346 tools, OAuth 2.1 + PAT, MIT-licensed transport), Linear (engineering-focused issue + project model), and Notion (wiki + database model), as of May 2026. Asana, ClickUp and Monday.com each publish a hosted MCP server of their own, and OpenProject sells one as an Enterprise add-on, per each vendor's developer docs or pricing page on 3 November 2026. Atlassian / Jira was in limited preview via Atlassian Rovo, and Microsoft Planner / Project, Smartsheet, Trello, and Basecamp had no MCP server, as of May 2026.
How is Onplana's MCP server different from Linear's or Notion's?
Onplana ships 346 curated tools covering the full PM lifecycle: projects, tasks, sprints, milestones, risks, team members, timesheets, and a hybrid BM25 + vector search across the org's indexed content (wiki, projects, tasks, comments). Linear focuses on issues + projects for engineering teams. Notion focuses on wiki + database operations. The right choice depends on whether you need Gantt + critical path + governance workflows (Onplana), issue tracking (Linear), or document/database workflows (Notion). Onplana also publishes the transport layer (Streamable HTTP + Bearer auth + prompt-injection containment) as an open-source npm package at github.com/Onplana/onplana-mcp-server, so anyone can self-host a custom MCP server using the same primitives.
Do I need to be on a specific plan for MCP access?
Onplana includes MCP access on every plan, including Free (the concurrent-connection cap scales with tier: Free 2, Pro 3, and up). Linear and Notion both gate MCP behind paid plans, so Onplana Free is a genuinely free way to put your projects behind an MCP server; check their pricing pages for current terms.
What if my preferred PM tool does not have an MCP server?
Two options: (1) migrate to an MCP-native tool, Onplana imports .mpp, .mpx, Project XML, XER, Excel and CSV files, and imports from Microsoft Planner. (2) self-host a community wrapper if one exists; the Onplana MCP server template (MIT-licensed) is also a reasonable starting point for wrapping any PM tool's REST API as an MCP server.
Which AI agents support MCP?
Native support: Claude Desktop, Claude.ai web (via Connectors Directory), Gemini CLI, Gemini Code Assist (VS Code + JetBrains), ChatGPT custom connectors (Plus/Pro/Team/Enterprise/Edu), ChatGPT Codex CLI, Cursor, GitHub Copilot in VS Code, and the official MCP Inspector. Consumer gemini.google.com does not yet support custom MCP servers as of May 2026.
How long does it take to set up an MCP-compatible PM tool?
For Onplana: one command in Gemini CLI (`gemini extensions install https://github.com/Onplana/onplana-mcp-server`). For Claude Desktop: paste a JSON snippet into the config file and restart. Total time including signing up for an Onplana account and minting a PAT: about 5 minutes. Linear and Notion take a similar amount of time via their OAuth-based app install flows.