It started as a personal need


A while back I was working on a project with a few MCP servers wired into it. Every so often something would go subtly wrong. The server hadn't crashed, the logs were clean, but the AI client on the other end just behaved oddly. It would skip a tool, misread a result, or wander off. And every time, I'd lose an hour...