Vercel Grep
Search millions of public GitHub repositories for real-world code patterns and API implementations. Find production-ready examples of syntax, configurations, and library integrations to improve your development workflow. Discover exactly how other developers solve specific programming challenges using powerful literal and regular expression searches.
https://grep--vercel.run.tools
How to connect
-
Smithery (hosted)
1. Open https://smithery.ai/servers/vercel/grep 2. Click Connect and complete OAuth in your MCP client (Claude, Cursor, VS Code, etc.) 3. MCP endpoint: https://grep--vercel.run.tools
Tools (1)
-
searchGitHubFind real-world code examples from over a million public GitHub repositories to help answer programming questions. **IMPORTANT: This tool searches for literal code patterns (like grep), not keywords. Search for actual code that would appear in files:** - ✅ Good: 'useState(', 'import React from', 'async function', '(?s)try {.*await' - ❌ Bad: 'react tutorial', 'best practices', 'how to use' **When to use this tool:** - When implementing unfamiliar APIs or libraries and need to see real usage pat