If you want Claude, Cursor, or any agent to actually reach into your own systems instead of guessing, you need an MCP server. That's what I build.
Tell me what you want the AI to do. Pull records from your database, hit your internal API, read and write files, trigger actions in a service you already use. I'll build a clean MCP server that exposes exactly those capabilities as tools the model can call, with proper auth and error handling so it holds up in real use and not just a demo.
I work mostly in Python and TypeScript and I've published open source infrastructure tooling for LLM serving, so this is the kind of thing I do for fun. You get the full source, setup instructions, and a working server you actually own.
Send me a short description of your tools and what you want the agent to be able to do, and I'll tell you exactly what's possible.
