MCPs › Dev tools › 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.
Not monetized yet
Turn Python Codebase Analysis RAG System’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install Python Codebase Analysis RAG System
For anyone using Python Codebase Analysis RAG System — no Lulu account needed# stdio server — install per the repository README: https://github.com/shervinemp/codebasemcp
9 field-tested tactics as a designed playbook plus skills your coding agent can run. Free.
Get the Kit →FAQ
Python Codebase Analysis RAG System installs from source — follow the repository README.
Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.
Similar servers
Works well together
Your server?
This is for the person who owns Python Codebase Analysis RAG System — adds Lulu Ads to your own code. Not the install steps above, those are for your users.
Copies a ready prompt: your coding agent installs the lulu-ads SDK, wires the slot, and applies the widget design guide.
or set up manually at getlulu.dev/publishers
Get verified so you can edit the page. Your badge is already live below — no claim needed for that.
Managed hosting with monetization built in — waitlist.
[](https://getlulu.dev/mcps/python-codebase-analysis-rag-system)