samuelalex1417k/Agentic-AI-with-MCP ? reverse-engineered prompt

Build me a Python tool that can point at a code repository and give me a clear project report.

I want it to automatically figure out what frameworks are being used, inspect any Django app structure if it finds one, summarize the important API routes and database models, and warn me about common security issues it spots along the way. The output should be easy to read, like a short analysis report I could share with a developer or another AI assistant.

If it makes sense, set it up so the analysis logic is separated from the server side pieces, and make it easy to run from a simple main script. Please keep it practical and usable, with sensible defaults, and if you need current docs or examples for any library or framework, look them up online first.