Set up
Runs on your computer. Pick your agent and operating system.
This project does not publish an install method we can turn into a config. Follow the README instead.
README
synced Oct 23, 2026ExpWeaver 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:
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🔬 Experiment Tracking: SwanLab and W&B integration tools
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📊 Data Visualization/Drawing: Advanced experiment visualization tools
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🖥️ Terminal Execution: Safe local terminal command execution
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🌐 Remote Execution: Secure SSH-based remote command execution
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🎯 Experiment Supervision: Automated experiment monitoring and notifications
📋 Table of Contents
📖 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
- Fork the repository
- Create a feature branch (
git checkout -b feature/amazing-feature) - Commit your changes (
git commit -m 'Add amazing feature') - Push to the branch (
git push origin feature/amazing-feature) - 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