shreyasbasaragi/ai-code-reviewer ? reverse-engineered prompt

Build me a Python app that helps review code with AI.

I want it to take a code snippet or a file, send it to an LLM, and return a helpful review with things like bugs, logic issues, edge cases, and simple suggestions to improve the code. If it makes sense, add a small demo script so I can try it quickly from the command line.

It looks like this project may also be experimenting with MCP and RAG, so please wire in a basic way to notify or connect to an MCP server, and make the code review smarter by letting it pull in relevant context when available. Keep it simple and practical, with clear outputs and easy setup.

If you need to check current docs or examples for the AI or MCP parts, look them up online first.