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Draw.io MCP server: let Claude Code create diagrams

Add the draw.io MCP server so Claude Code can diagram your codebase.

Who it is forA developer who wants architecture diagrams generated from the repo.

The problemDiagrams go stale because nobody updates them.

The outcomeAgent-generated draw.io diagrams of your code.

What you need first

  • Node.js
  • An LLM provider key for the web app

Steps

  1. Run claude mcp add --scope user drawio -- npx @next-ai-drawio/mcp-server@latest
  2. Restart Claude Code
  3. Ask it to diagram a module
  4. Open the result in draw.io

Prompt for your agent

With the drawio MCP server, diagram the modules in <repo> and their dependencies. Confirm the diagram opens in draw.io.

Caveat. Diagram accuracy depends on what the agent reads from the code.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for DayuanJiang/next-ai-draw-io and "Let your coding agent create diagrams over MCP"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

Cursor, ChatGPT, others

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