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08.09.2026

New feature

AI integration (MCP) is here! Read MONJI+ data straight from Claude Code, ChatGPT, Codex and other AI clients.

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We've released the official MONJI+ MCP server, so your MONJI+ data works as it is in the AI client you already use. Connect Claude Code, ChatGPT, Codex or another AI client to MONJI+, and it reads feedback content, where each comment points, and the screenshots directly. No more opening MONJI+, copying a feedback comment, and pasting it into your AI client. Your AI client reads the feedback comments, where they point, and the screenshot with the marked-up areas drawn in, so giving it the feedback URL is enough — no explaining which part of which screen a comment refers to. Feedback data is what your AI client can read at this stage, and we plan to widen that range as more MONJI+ features arrive.

A few ways to use it

  • Go from the comment straight to the code fix — ask your AI client to "find the code this refers to and make the change," and that's the whole handover.
  • Carry on into improvements — your AI client can see the surrounding screen too, so UI and user-flow questions work just as well.

Once your AI client is connected, switch the display mode to "AI support mode" on the right side of the MONJI+ feedback view to copy a ready-made prompt.

Just add it to the AI client you already use

We've verified Claude Code, Claude Desktop, Claude (claude.ai), ChatGPT and Codex. Add the MONJI+ MCP server to your AI client, allow it access to MONJI+ in the browser, and you're ready to go.

The full steps are in How to connect an AI client (MCP).

What's readable stays within your MONJI+ permissions

Projects the connected user hasn't joined, and anything with viewing restrictions, stay unreadable through an AI client too. Every tool AI integration (MCP) offers at this stage is there to read information; an AI client cannot change or delete data. By default only "Admin" can use AI integration (MCP), and a team admin switches availability for "Member" and "Guest" in team settings.

The per-role setting is covered in Set the permission to use team data over MCP by role.

Plans

AI integration (MCP) is offered through the MONJI egg program for trying out new features. There's no restriction by plan, and it's available on every MONJI+ plan at no additional charge from MONJI+. Fees for the AI client itself are paid to whoever provides it.

For details, see the AI integration (MCP) page.

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