Python Codebase Analysis RAG System
Rank #7204glama/shervinemp/CodebaseMCP
An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.
Python Codebase Analysis RAG System is a Model Context Protocol (MCP) server published by shervinemp. It ranks #7204 of 58,900 servers tracked on MCP Toplist, and its repository has 5 GitHub stars. Python Codebase Analysis RAG System is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Apr 16, 2025.
Ranks ahead of 51,696 of 58,900 servers on MCP Toplist.
Use Python Codebase Analysis RAG System
Python Codebase Analysis RAG System doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry
shervinemp
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is Python Codebase Analysis RAG System?
- An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.
- Who maintains Python Codebase Analysis RAG System?
- Python Codebase Analysis RAG System is maintained by shervinemp, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Python Codebase Analysis RAG System an official MCP server?
- Python Codebase Analysis RAG System is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Python Codebase Analysis RAG System have?
- Python Codebase Analysis RAG System ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Python Codebase Analysis RAG System?
- The source code for Python Codebase Analysis RAG System is hosted at github.com/shervinemp/CodebaseMCP.