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cocoindex-code is a lightweight, embedded MCP (Model Context Protocol) server that enables semantic code search for AI coding agents like Claude, Codex, and Cursor. Built on CocoIndex, a Rust-based data transformation engine, it uses AST-based indexing to understand codebases and claims 70% token savings. Setup takes one command, requires no database, and works locally with SentenceTransformers by default (no API key needed). It supports 25+ programming languages, incrementally re-indexes only changed files, and can be configured with 100+ embedding providers including OpenAI, Ollama, Gemini, and AWS Bedrock.

cocoindex-io/cocoindex-code: A super light-weight embedded code mcp (AST based) that just works

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