bluewings1211/codebase-RAG
A Retrieval-Augmented Generation (RAG) Model-Controller-Provider (MCP) server designed to assist AI agents and developers in understanding and navigating codebases.. It supports incremental indexing and multi-language parsing, enabling LLMs to understand and interact with code.
This tool helps developers and AI agents understand and navigate complex codebases more efficiently. It takes your local code directories or GitHub repositories and transforms them into an intelligent, searchable knowledge base. You can then "chat" with your code, asking questions about its functionality or structure and receiving relevant code snippets and explanations. This is ideal for software developers, team leads, and AI agents who need to quickly grasp code context.
Use this if you are a software developer or an AI agent needing to semantically search and interact with large, multi-language code repositories for better understanding and navigation.
Not ideal if you only need keyword-based search or if your primary need is for infrastructure beyond code comprehension, like dependency management or build automation.
Stars
14
Forks
5
Language
Python
License
MIT
Category
Last pushed
Dec 11, 2025
Commits (30d)
0
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