Most MCP tutorials hand you a Node project. You install an SDK, write a tool handler, wire up stdio, and end up with something that runs on your laptop as you, with your credentials, for exactly one user. That's fine for a demo.
Source: [Dev.to](https://dev.to/airpipe/how-to-build-your-own-mcp-server-11gb)