How three engineers built a proof-of-concept MCP server wrapping an internal API - starting with stdio, evolving to HTTP, containerizing with Docker, and deploying to AWS AgentCore Runtime. Messy, honest, and full of learnings.

How three engineers built a proof-of-concept MCP server wrapping an internal API - starting with stdio, evolving to HTTP, containerizing with Docker, and deploying to AWS…

Building My First MCP Server with Claude and Python A few days ago, I started exploring...