Excalidraw MCP Server▌

by Scofieldfree
Excalidraw MCP Server: let AI agents generate, edit, and view Excalidraw diagrams via natural-language commands with rea
Enables AI agents to programmatically generate, edit, and view Excalidraw diagrams with real-time browser synchronization. It provides a suite of tools for adding shapes, text, and arrows to diagrams through natural language interactions.
best for
- / AI-powered visual thinking and brainstorming
- / Creating architecture diagrams through conversation
- / Converting text descriptions to visual diagrams
- / Collaborative diagram editing with AI assistance
capabilities
- / Create and edit Excalidraw diagrams through conversation
- / Add shapes, text, arrows, and elements to diagrams
- / Convert Mermaid syntax to Excalidraw diagrams
- / Preview diagrams in real-time in browser
- / Manage multiple diagram sessions
- / Export diagrams to PNG, SVG, or JSON
what it does
Lets AI assistants create, edit, and view Excalidraw diagrams with real-time browser synchronization. Supports natural language diagram creation with automatic layout and Mermaid syntax conversion.
about
Excalidraw MCP Server is a community-built MCP server published by Scofieldfree that provides AI assistants with tools and capabilities via the Model Context Protocol. Excalidraw MCP Server: let AI agents generate, edit, and view Excalidraw diagrams via natural-language commands with rea It is categorized under developer tools, design. This server exposes 11 tools that AI clients can invoke during conversations and coding sessions.
how to install
You can install Excalidraw MCP Server in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.
license
MIT
Excalidraw MCP Server is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.
readme
Excalidraw MCP Server
An MCP (Model Context Protocol) server that empowers AI agents (like Claude, Cursor, Windsurf) to create, edit, and manage Excalidraw diagrams directly within your conversation.
<p align="center"> <img src="/images/excalidraw-mcp-architechture.png" alt="Excalidraw MCP Demo" width="700"> </p>Why Excalidraw? Its hand-drawn aesthetic and JSON-based format are perfect for rapid, programmable diagramming. This server bridges standard MCP clients with a local Excalidraw instance, enabling AI-powered visual thinking.
✨ Features
| Feature | Description |
|---|---|
| 🎨 Real-time Preview | Changes appear instantly in a local browser window via WebSocket |
| 📐 Smart Layout | Automatically calculates text width and binds labels to containers |
| 🔄 Multi-Session | Switch between different diagrams seamlessly |
| 🧜 Mermaid Support | Convert Mermaid syntax to Excalidraw diagrams instantly |
| 📦 Export Options | Export to PNG, SVG, or JSON formats |
| 🏗️ Templates | Built-in architecture diagram templates |
🚀 Quick Start
You don't need to clone this repo. Just configure your MCP client:
Claude Code (cc)
claude mcp add excalidraw -- npx -y @scofieldfree/excalidraw-mcp
Codex CLI
codex mcp add excalidraw -- npx -y @scofieldfree/excalidraw-mcp
Cursor / Windsurf
Go to Settings > MCP → Add New MCP Server:
| Field | Value |
|---|---|
| Name | excalidraw |
| Type | command |
| Command | npx -y @scofieldfree/excalidraw-mcp |
Cline (VS Code Extension)
Open Cline settings and add to MCP Servers:
{
"mcpServers": {
"excalidraw": {
"command": "npx",
"args": ["-y", "@scofieldfree/excalidraw-mcp"]
}
}
}
GitHub Copilot
Use the Copilot CLI to interactively add:
/mcp add
Alternatively, create or edit ~/.copilot/mcp-config.json:
{
"mcpServers": {
"excalidraw": {
"type": "local",
"command": "npx",
"tools": ["*"],
"args": ["-y", "@scofieldfree/excalidraw-mcp"]
}
}
}
Kiro
Follow the MCP Servers documentation. Add to .kiro/settings/mcp.json:
{
"mcpServers": {
"excalidraw": {
"command": "npx",
"args": ["-y", "@scofieldfree/excalidraw-mcp"]
}
}
}
opencode
opencode mcp add excalidraw -- npx -y @scofieldfree/excalidraw-mcp
VS Code
One-click install:
<img src="https://img.shields.io/badge/Install_Server-VS_Code-blue?logo=visualstudiocode" alt="Install in VS Code"> <img src="https://img.shields.io/badge/Install_Server-VS_Code_Insiders-green?logo=visualstudiocode" alt="Install in VS Code Insiders">
Or install via CLI:
# For VS Code
code --add-mcp '{"name":"excalidraw","command":"npx","args":["-y","@scofieldfree/excalidraw-mcp"]}'
# For VS Code Insiders
code-insiders --add-mcp '{"name":"excalidraw","command":"npx","args":["-y","@scofieldfree/excalidraw-mcp"]}'
Claude Desktop
Add to your claude_desktop_config.json:
- macOS:
~/Library/Application Support/Claude/claude_desktop_config.json - Windows:
%APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"excalidraw": {
"command": "npx",
"args": ["-y", "@scofieldfree/excalidraw-mcp"]
}
}
}
🛠️ Available Tools
| Tool | Description |
|---|---|
start_session | Start browser preview and open Excalidraw editor |
add_elements | Add shapes, text, arrows to the canvas |
update_element | Modify existing element properties |
delete_element | Remove elements from canvas |
get_scene | Retrieve current diagram state |
create_from_mermaid | Convert Mermaid syntax to Excalidraw |
add_template_architecture | Add a pre-built architecture diagram template |
create_diagram | Create a new diagram or clear existing |
export_diagram | Export diagram to PNG, SVG, or JSON |
list_sessions | List all active diagram sessions |
delete_diagram | Delete a diagram session |
💬 Usage Examples
Example 1: Create a Simple Diagram
You say:
"Draw a flowchart with three boxes: Input → Process → Output"
AI uses:
start_session → add_elements (3 rectangles + 2 arrows)
Example 2: Convert Mermaid to Excalidraw
You say:
"Convert this Mermaid diagram to Excalidraw:
graph LR: A[User] --> B[API Gateway] --> C[Service] --> D[(Database)]"
AI uses:
start_session → create_from_mermaid
Example 3: Architecture Diagram
You say:
"Create an architecture diagram for a microservices system"
AI uses:
start_session → add_template_architecture (or) add_elements with custom layout
🏗️ Architecture
┌─────────────────────────────────────────────────────────────┐
│ AI Agent (Claude/Cursor) │
└─────────────────────────┬───────────────────────────────────┘
│ MCP Protocol (JSON-RPC over stdio)
▼
┌─────────────────────────────────────────────────────────────┐
│ Excalidraw MCP Server │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────────────┐ │
│ │ Tool Router │──│ State Store │──│ WebSocket Broadcast │ │
│ └─────────────┘ └─────────────┘ └──────────┬──────────┘ │
└────────────────────────────────────────────────┼────────────┘
│ WebSocket
▼
┌───────────────────────────────────┐
│ Browser (Excalidraw Editor) │
└───────────────────────────────────┘
🔧 Development
Prerequisites
- Node.js >= 18
- pnpm >= 9
Setup
# Clone the repository
git clone https://github.com/Scofieldfree/excalidraw-mcp.git
cd excalidraw-mcp
# Install dependencies
pnpm install
# Start development server
pnpm dev
Scripts
| Command | Description |
|---|---|
pnpm dev | Start dev server (backend + frontend) |
pnpm build | Build for production |
pnpm typecheck | Run TypeScript type checking |
pnpm lint | Run ESLint |
pnpm release | Create a new release version |
📦 Project Structure
excalidraw-mcp/
├── packages/
│ └── mcp-server/ # Core MCP server + Excalidraw frontend
│ ├── src/
│ │ ├── index.ts # Entry point
│ │ ├── state.ts # Session state management
│ │ ├── http-server.ts
│ │ └── tools/ # MCP tool implementations
│ └── web/ # Excalidraw React frontend
├── docs/ # Documentation
└── package.json # Workspace configuration
🐛 Troubleshooting
Port Already in Use
The server automatically finds an available port starting from 3100. If you need a specific port, set the PORT environment variable.
Browser Doesn't Open
Ensure you have a default browser configured. The server uses the open package to launch the browser.
WebSocket Connection Failed
Check if any firewall or antivirus is blocking WebSocket connections on localhost.
🤝 Contributing
Contributions are welcome! Please read our Contributing Guide for details.
- Fork the repository
- Create your feature branch (
git checkout -b feature/amazing-feature) - Commit your changes (
git commit -m 'feat: add amazing feature') - Push to the branch (
git push origin feature/amazing-feature) - Open a Pull Request
📜 License
MIT © Scofieldfree