FrameOn Lab
Insights
Notes from building a project management platform that AI agents use as a first-class participant. Where we give a number, we say how we measured it and when.
Project management tools with MCP support: the 2026 landscape
MCP · Measured · 19 September 2026
Which tools actually ship a first-party MCP server, measured against the official registry — and why the list your assistant gives you is wrong.
Connect ChatGPT to your projects with MCP
How-to · MCP · 19 September 2026
No API key, OAuth in the browser, about two minutes. What the 20 tools reach, and what the server will not let an agent do.
What an AI agent actually needs from a project management tool
MCP · Engineering · 19 September 2026
Four requirements that decide whether an agent can work in your tracker or only talk about it — written from the things that broke while we built ours.
The MCP server
Endpoint, the 20 tools, and the source of the guide it serves to connected clients.
FrameOn MCP server Source on GitHub