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| </head> | |
| <body> | |
| <div class="container"> | |
| <div class="header"> | |
| <div class="logo">🐝</div> | |
| <h1>Weights & Biases MCP Server</h1> | |
| <p class="subtitle">Model Context Protocol server for querying W&B data</p> | |
| <div class="status">✅ Server Running</div> | |
| </div> | |
| <div class="endpoint"> | |
| https://niware-wandb-mcp-server.hf.space/mcp | |
| </div> | |
| <div class="features"> | |
| <div class="feature"> | |
| <h3>📊 W&B Models</h3> | |
| <p>Query experiment tracking data, runs, sweeps, and performance metrics using GraphQL.</p> | |
| </div> | |
| <div class="feature"> | |
| <h3>🔍 W&B Weave</h3> | |
| <p>Access LLM traces, evaluations, and datasets with powerful filtering and pagination.</p> | |
| </div> | |
| <div class="feature"> | |
| <h3>🤖 Support Agent</h3> | |
| <p>Get help from wandbot, the W&B RAG-powered support agent for product questions.</p> | |
| </div> | |
| <div class="feature"> | |
| <h3>📝 Reports</h3> | |
| <p>Create and save W&B Reports with markdown text and HTML visualizations.</p> | |
| </div> | |
| </div> | |
| <div class="setup-steps" style="background: #f0fdf4; border-color: #86efac;"> | |
| <h3 style="color: #166534;">✅ Ready to Use!</h3> | |
| <ol> | |
| <li>Get your W&B API key from <a href="https://wandb.ai/authorize" target="_blank">wandb.ai/authorize</a></li> | |
| <li>Configure your MCP client with the endpoint above</li> | |
| <li>Provide your API key as Bearer token or API Key authentication</li> | |
| </ol> | |
| <p style="margin-top: 15px; color: #166534;"><strong>No server configuration needed!</strong> Each user provides their own API key for secure access to their W&B data.</p> | |
| </div> | |
| <div class="examples"> | |
| <h3>💬 Example Queries</h3> | |
| <div class="example"> | |
| "How many openai.chat traces are in my wandb-team/my-project weave project?" | |
| </div> | |
| <div class="example"> | |
| "Show me the latest 10 runs from my experiment and create a report with the results." | |
| </div> | |
| <div class="example"> | |
| "What's the best performing model in my latest sweep? Plot the results." | |
| </div> | |
| </div> | |
| <div style="background: #e0e7ff; padding: 20px; border-radius: 8px; margin: 30px 0; text-align: center;"> | |
| <h3 style="color: #312e81; margin: 0 0 10px 0;">🚀 Want to Run Your Own Instance?</h3> | |
| <p style="color: #4c4999; margin: 10px 0;"> | |
| Install locally or deploy your own server from the open-source repository: | |
| </p> | |
| <a href="https://github.com/wandb/wandb-mcp-server" target="_blank" | |
| style="display: inline-block; background: #4c1d95; color: white; padding: 10px 20px; | |
| border-radius: 6px; text-decoration: none; margin-top: 10px;"> | |
| View on GitHub → | |
| </a> | |
| </div> | |
| <div class="footer"> | |
| <p> | |
| Built with ❤️ for the <a href="https://modelcontextprotocol.io/" target="_blank">Model Context Protocol</a> community | |
| <br> | |
| <a href="https://github.com/wandb/wandb-mcp-server" target="_blank">Source Code</a> • | |
| <a href="https://docs.wandb.ai/" target="_blank">W&B Docs</a> • | |
| <a href="https://weave-docs.wandb.ai/" target="_blank">Weave Docs</a> | |
| </p> | |
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