MCP ServerHTTP

FlowchartAI MCP Server

Generate, edit, and export flowcharts from text or images using natural-language instructions. For developers building AI workflows that need diagram automation, version tracking, and draw.io integration.

org.flowchartai/flowchartai

Hosted URL

https://flowchartai.org/api/mcp

Transport

HTTP

Auth

No auth required

What the FlowchartAI MCP server does

How models use it and what it is built for.

Generate, edit, and export flowcharts from text or images using natural-language instructions. For developers building AI workflows that need diagram automation, version tracking, and draw.io integration.

Connect to FlowchartAI

Hosted endpoint — paste into any MCP client.

https://flowchartai.org/api/mcp

Resources

Where to find authoritative docs and source for FlowchartAI.

Example prompts for FlowchartAI

Paste any of these into Agent Studio after connecting FlowchartAI.

  • Generate a flowchart from this text description of a user signup process
  • Revise my existing flowchart to add error handling branches
  • List all my saved diagrams and show me the version history for the payment flow
  • Export my flowchart as editable draw.io XML so I can refine it locally

FlowchartAI MCP server — FAQ

Common questions about connecting and running FlowchartAI.

  • What formats can I export flowcharts in?

    FlowchartAI exports editable draw.io XML or JSON, and saved diagrams can be rendered as PNG or SVG through the web editor. The XML format is fully compatible with draw.io for further editing.

  • How do I authenticate and set up the MCP server?

    The hosted endpoint at https://flowchartai.org/api/mcp uses OAuth with PKCE and scoped API keys. You'll need a FlowchartAI account; authentication details and key setup are managed through your account dashboard.

  • What are the costs and spending limits?

    Generation and edits consume your account allowance or Credits. You can set per-task spending caps and configure account-level or API-key-level budgets to control costs.

  • Can I generate flowcharts from images?

    Yes, FlowchartAI can generate diagrams from both text descriptions and images, making it easy to convert sketches or existing diagrams into editable flowcharts.

  • Is there a self-hosted or open-source option?

    The public repository is MIT licensed, so you can self-host or modify the code. The hosted service at flowchartai.org requires a FlowchartAI account and uses the web editor for viewing and rendering.

Run FlowchartAI across 60+ AI models, side-by-side

Connect FlowchartAI to Claude, GPT, Gemini, DeepSeek and 60+ AI models in MCP Agent Studio. Compare answers side-by-side, save reusable agent presets, share runs — all in your browser, no install required.

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