About
The mgrep Code Search skill integrates advanced semantic search capabilities into Claude, allowing developers to query codebases using natural language instead of literal strings or regex. It is particularly effective for onboarding into new repositories, locating specific feature implementations in large projects with over 30 files, and understanding the architecture of a system without needing prior knowledge of specific function names or signatures. By leveraging mixedbread's mgrep tool, it provides AI-synthesized answers and relevance-optimized results that traditional grep or ripgrep might miss.
