Plus, a new deprecation policy ensures features aren't removed suddenly.

The 2026-07-28 MCP spec makes tool catalogs cheap to scale — and tool selection your new bottleneck. Why agent reliability is now a training-data problem, and what to do about it…

Now happy to run on K8s and conventional networks, with an easier-to-live-with lifecycle