Shebe

This is a code search server built around BM25 ranking, optimized for speed with 2ms search latency. It indexes your local repositories and exposes 14 tools for full-text search operations across codebases. Reach for this when you need Claude to quickly find functions, classes, or patterns across multiple files without the overhead of semantic embeddings or heavy preprocessing. The stdio transport makes it straightforward to drop into your existing MCP setup. Good fit if you're working with large monorepos or juggling multiple projects where fast, relevance-ranked text search beats slower alternatives.