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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Weights & Biases MCP Server</title>
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</style>
</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://mcp.withwandb.com/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;">🚀 Quick Setup</h3>
<div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(300px, 1fr)); gap: 20px; margin: 20px 0;">
<div style="background: white; padding: 20px; border-radius: 8px; border-left: 4px solid #4299e1;">
<h4 style="margin: 0 0 10px 0; color: #2d3748;">📝 Cursor</h4>
<ul style="margin: 0; padding-left: 20px; font-size: 0.9em;">
<li>Add to <code>~/.cursor/mcp.json</code>:</li>
</ul>
<pre style="background: #1a202c; color: #e2e8f0; padding: 10px; border-radius: 4px; font-size: 0.8em; margin: 10px 0; overflow-x: auto;">"wandb": {
"transport": "http",
"url": "https://mcp.withwandb.com/mcp",
"headers": {
"Authorization": "Bearer YOUR_WANDB_API_KEY",
"Accept": "application/json, text/event-stream"
}
}</pre>
</div>
<div style="background: white; padding: 20px; border-radius: 8px; border-left: 4px solid #38b2ac;">
<h4 style="margin: 0 0 10px 0; color: #2d3748;">🖥️ Claude Desktop</h4>
<ul style="margin: 0; padding-left: 20px; font-size: 0.9em;">
<li>Add to <code>claude_desktop_config.json</code>:</li>
</ul>
<pre style="background: #1a202c; color: #e2e8f0; padding: 10px; border-radius: 4px; font-size: 0.8em; margin: 10px 0; overflow-x: auto;">{
"mcpServers": {
"wandb-stdio": {
"command": "uvx",
"args": ["--from", "git+https://github.com/wandb/wandb-mcp-server.git", "wandb-mcp-server"],
"env": {
"WANDB_API_KEY": "YOUR_WANDB_API_KEY"
}
}
}
}</pre>
</div>
<div style="background: white; padding: 20px; border-radius: 8px; border-left: 4px solid #f56565;">
<h4 style="margin: 0 0 10px 0; color: #2d3748;">💬 LeChat</h4>
<ul style="margin: 0; padding-left: 20px; font-size: 0.9em;">
<li>MCP Server URL: <code>https://mcp.withwandb.com/mcp</code></li>
<li>Auth: Bearer token</li>
<li>Token: Your W&B API key</li>
</ul>
</div>
<div style="background: white; padding: 20px; border-radius: 8px; border-left: 4px solid #9f7aea;">
<h4 style="margin: 0 0 10px 0; color: #2d3748;">🤖 Gemini CLI</h4>
<ul style="margin: 0; padding-left: 20px; font-size: 0.9em;">
<li>Install extension:</li>
</ul>
<pre style="background: #1a202c; color: #e2e8f0; padding: 10px; border-radius: 4px; font-size: 0.8em; margin: 10px 0; overflow-x: auto;">gemini extensions install https://github.com/wandb/wandb-mcp-server</pre>
<ul style="margin: 10px 0 0 0; padding-left: 20px; font-size: 0.9em;">
<li>Then set API key (choose one):</li>
<li style="margin-left: 15px;">• <code>export WANDB_API_KEY=your-key</code></li>
<li style="margin-left: 15px;">• <code>uvx wandb login</code> (opens browser)</li>
</ul>
</div>
</div>
<p style="margin-top: 15px; color: #166534; text-align: center;">
<strong>Get your API key:</strong> <a href="https://wandb.ai/authorize" target="_blank" style="color: #166534;">wandb.ai/authorize</a>
</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>
</div>
</div>
</body>
</html>
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