Code RAG

5

Provides semantic code search and similarity matching using vector embeddings and Qdrant database integration with support for multiple programming languages and incremental indexing via git hooks.

GitHub
Category MCP Servers
Added Mar 28, 2026
Views 49

About

A semantic code search server that enables searching and understanding codebases using vector embeddings and similarity search. Built in Go with Qdrant vector database integration, it supports local embeddings via LM Studio or OpenAI embeddings, and provides incremental indexing with git hook automation for keeping code indices up-to-date. Offers tools for semantic code search, finding similar code patterns, explaining code with context, and managing indexing operations across multiple programming languages including Go, Python, JavaScript/TypeScript, Terraform, and others.

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