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.
How to connect
https://grep--vercel.run.tools
tools/list returns the expected tools before relying on them in production.Tools
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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