News
March 19, 2026
MCP Needs an Observability Spec Before the Ecosystem Splinters
The Model Context Protocol standardized how AI agents discover and invoke tools. But it says nothing about how agents report what they did. A growing number of builders think that silence is becoming a liability — and they're sketching what a fix could look like.
