I had 56 APIs I needed my agent to talk to. The idea of maintaining 56 separate MCP servers made me want to close my laptop and never open it again.

So I built one server that handles all of them.

That's the premise behind building a universal MCP server - and specifically, the pattern I implemented in Universal CodeMode: wrap any OpenAPI spec...