AIOps

I checked the expectation that an MCP server makes an agent better over 240 runs. The post compares scores, unsafe actions, tokens, and read-only designs per server, and suggests which server fits which situation.

Putting nine agents through ten Kubernetes incident scenarios under identical conditions surfaced two things: the Efficient tier beat Flagship outright, and each brand has a clearly different operational personality.