AI Draw.io

AI-powered draw.io diagram generator for Claude Code. Generate flowcharts, architecture diagrams, mind maps, and technical illustrations from natural language descriptions with browser preview.

Features

• Natural Language to Diagram: Describe what you want, get a professional diagram
• Browser Preview: Automatically renders diagrams using diagrams.net viewer
• Multiple Diagram Types:
  • Flowcharts & Process diagrams
  • AWS/GCP/Azure architecture diagrams
  • Mind maps
  • Entity relationship diagrams
  • Sequence diagrams
  • Technical illustrations
• Rich Styling: Colors, shapes, connectors, animations
• Real-time Editing: Modify existing diagrams through conversation

Installation

As Claude Code Plugin

# Clone the repository
git clone https://github.com/GBSOSS/ai-drawio.git

# Create symlink to Claude Code plugins directory
ln -s "$(pwd)/ai-drawio" ~/.claude/plugins/ai-drawio

Or manually add to your Claude Code settings (~/.claude/settings.json):

{
  "plugins": [
    "/path/to/ai-drawio"
  ]
}

Usage

Simply describe the diagram you want:

Draw a user login flowchart Create an AWS architecture diagram with EC2, S3, RDS and Lambda Generate a mind map about machine learning concepts

The skill will:

1. Generate valid draw.io XML
2. Create an HTML file with the embedded diagram
3. Start a local server and open browser to render
4. Take a screenshot to show the result

Triggers

The skill responds to these keywords:

• draw, diagram, flowchart, architecture, mindmap
• Chinese: 画图, 流程图, 架构图

Example Output

Simple Flowchart

Users → Cloudflare → Load Balancer → API Gateway → Microservices

Complex Architecture

• 20+ nodes with multiple shapes (ellipse, rectangle, cylinder)
• Multiple connection types (solid, dashed, colored)
• Grouping/containers (Service Mesh border)
• Color-coded components

How It Works

1. XML Generation: Creates draw.io compatible mxGraph XML
2. HTML Embedding: Wraps XML in HTML with diagrams.net viewer iframe
3. Local Server: Starts Python HTTP server to serve the file
4. Browser Automation: Opens Chrome and navigates to the diagram

Requirements

• Claude Code with browser automation (Claude in Chrome MCP)
• Python 3.x (for local HTTP server)
• Internet connection (for diagrams.net viewer)

File Structure

ai-drawio/ ├── .claude-plugin/ │ └── plugin.json # Plugin configuration ├── skills/ │ └── diagram-generator/ │ └── SKILL.md # Core skill instructions ├── README.md └── LICENSE

Supported Shapes

Basic Shapes

• Rectangle (Process): rounded=1;whiteSpace=wrap;html=1;
• Diamond (Decision): rhombus;whiteSpace=wrap;html=1;
• Ellipse (Start/End): ellipse;whiteSpace=wrap;html=1;
• Cylinder (Database): shape=cylinder3;

AWS Shapes

shape=mxgraph.aws4.ec2 shape=mxgraph.aws4.s3 shape=mxgraph.aws4.rds shape=mxgraph.aws4.lambda shape=mxgraph.aws4.api_gateway

Color Palette

Credits

Inspired by next-ai-draw-io by Dayuan Jiang.

License

MIT License - see LICENSE file.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

Related Projects

• next-ai-draw-io - Original web-based implementation