ExpWeaver MCP Tools

Model Context Protocol (MCP) tools for experiment tracking, data visualization, remote execution, and more.

🚀 Features

This repository contains multiple MCP servers providing different functionality:

• 🔬 Experiment Tracking: SwanLab and W&B integration tools

• 📊 Data Visualization/Drawing: Advanced experiment visualization tools

• 🖥️ Terminal Execution: Safe local terminal command execution

• 🌐 Remote Execution: Secure SSH-based remote command execution

• 🎯 Experiment Supervision: Automated experiment monitoring and notifications

📋 Table of Contents

• Available Modules
• Configuration
• Contributing

📖 Quick Start: New to ExpWeaver? Check out our Quick Start Guide
🏗️ Project Structure: Detailed overview in Project Structure Guide

Available Modules

• WandB Integration
• SwanLab Integration
• Data Visualization
• Terminal Execution
• Remote Execution
• Experiment Supervision and Notification

📔 For Details of each module, see documents under the docs folder.

Also, we selected several open-source mcp tools that fits well with out requirement setting in src/external. Thank

License

This project is licensed under the MIT License - see the LICENSE file for details.

Contributing

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

Acknowledgments

• Model Context Protocol for the MCP framework
• SwanLab for experiment tracking
• Weights & Biases for ML experiment management
• All contributors to this project

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