MCP observability after logging was deprecated
The 2026-07-28 spec deprecated protocol-level logging and points at OpenTelemetry instead. What to instrument on an MCP server, and what not to log.
Scoring philosophy, MCP security, and what changed this week.
The 2026-07-28 spec deprecated protocol-level logging and points at OpenTelemetry instead. What to instrument on an MCP server, and what not to log.
Both client features were deprecated by SEP-2577 in the 2026-07-28 spec. What each one did, why they went, and exactly what to migrate them to.
How elicitation works in the 2026-07-28 spec, why sensitive data must never go through form mode, and the phishing attack URL mode has to defend against.
The 2026-07-28 revision makes MCP stateless, removing the initialize handshake and sessions. What changed, what it means for your server, and which scores move.