MCP ExplorerExplorer

Mcp Pyodide

@yonaka15on 9 months ago
11 MIT
FreeCommunity
AI Systems
A Pyodide server implementation for the Model Context Protocol (MCP).

Overview

What is Mcp Pyodide

mcp-pyodide is a server implementation of the Model Context Protocol (MCP) that allows Large Language Models (LLMs) to execute Python code through the MCP interface using Pyodide.

Use cases

Use cases include enabling LLMs to perform calculations, data processing, and executing Python scripts in real-time applications, as well as providing interactive coding environments.

How to use

To use mcp-pyodide, you can run it as a server or as a command-line tool. For server usage, import the ‘runServer’ function from ‘mcp-pyodide’ and call it. For command-line usage, run ‘mcp-pyodide’ in stdio mode or use the ‘–sse’ flag for SSE mode.

Key features

Key features include Python code execution capability for LLMs, compliance with MCP, support for both stdio and SSE transport modes, a robust implementation in TypeScript, and availability as a command-line tool.

Where to use

mcp-pyodide can be used in various fields that require the integration of Python code execution within Large Language Models, such as artificial intelligence, data analysis, and educational tools.

Content

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mcp-pyodide

A Pyodide server implementation for the Model Context Protocol (MCP). This server enables Large Language Models (LLMs) to execute Python code through the MCP interface.

mcp-pyodide MCP server

Features

  • Python code execution capability for LLMs using Pyodide
  • MCP compliant server implementation
  • Support for both stdio and SSE transport modes
  • Robust implementation written in TypeScript
  • Available as a command-line tool

Installation

npm install mcp-pyodide

Usage

As a Server

import { runServer } from "mcp-pyodide";

// Start the server
runServer().catch((error: unknown) => {
  console.error("Error starting server:", error);
  process.exit(1);
});

As a Command-line Tool

Start in stdio mode (default):

mcp-pyodide

Start in SSE mode:

mcp-pyodide --sse

SSE Mode

When running in SSE mode, the server provides the following endpoints:

  • SSE Connection: http://localhost:3020/sse
  • Message Handler: http://localhost:3020/messages

Example client connection:

const eventSource = new EventSource("http://localhost:3020/sse");
eventSource.onmessage = (event) => {
  console.log("Received:", JSON.parse(event.data));
};

Project Structure

mcp-pyodide/
├── src/
│   ├── formatters/    # Data formatting handlers
│   ├── handlers/      # Request handlers
│   ├── lib/          # Library code
│   ├── tools/        # Utility tools
│   ├── utils/        # Utility functions
│   └── index.ts      # Main entry point
├── build/            # Build artifacts
├── pyodide-packages/ # Pyodide-related packages
└── package.json

Dependencies

  • @modelcontextprotocol/sdk: MCP SDK (^1.4.0)
  • pyodide: Python runtime environment (^0.27.1)
  • arktype: Type validation library (^2.0.1)
  • express: Web framework for SSE support
  • cors: CORS middleware for SSE support

Development

Requirements

  • Node.js 18 or higher
  • npm 9 or higher

Setup

# Clone the repository
git clone <repository-url>

# Install dependencies
npm install

# Build
npm run build

Scripts

  • npm run build: Compile TypeScript and set execution permissions
  • npm start: Run server in stdio mode
  • npm run start:sse: Run server in SSE mode

Environment Variables

  • PYODIDE_CACHE_DIR: Directory for Pyodide cache (default: “./cache”)
  • PYODIDE_DATA_DIR: Directory for mounted data (default: “./data”)
  • PORT: Port for SSE server (default: 3020)

License

MIT

Contributing

  1. Fork the repository
  2. Create a feature branch (git checkout -b feature/amazing-feature)
  3. Commit your changes (git commit -am 'Add some amazing feature')
  4. Push to the branch (git push origin feature/amazing-feature)
  5. Create a Pull Request

Important Notes

  • This project is under development, and the API may change
  • Thoroughly test before using in production
  • Exercise caution when executing untrusted code for security reasons
  • When using SSE mode, ensure proper CORS configuration if needed

Support

Please use the Issue tracker for problems and questions.

Tools

No tools

Comments

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