There's a hypothesis that most people building AI agents have encountered but few have measured: the more tools you give an LLM, the worse it gets at picking the right one.

It's intuitive. Connect a few MCP servers to your agent, and suddenly it's choosing from 60, 80, 100+ tools. GitHub tools, GitLab tools, Kubernetes, Slack, Jira, PagerDuty,...