EVERYTHING AIAI engineering, made visual
Visual edition planned
Phase 13 · Lesson 12BuildPython1 h31 lessons in phase

Explicit Scope and Stateless Elicitation

Roots are deprecated in MCP 2026-07-28 and were never a security sandbox. Put scope in visible tool arguments or resource URIs, authorize it on the server, and use MRTR when a tool genuinely needs user input. The user sees the decision, the model sees the handle, and any server instance can process the retry.

Visual edition planned

This lesson isn’t interactive yet.

It is part of the curriculum and will get the same treatment as Phase 1 — a visual cover, hands-on labs, derivations with numeric checks and a quiz. Until then, the original lesson is the best place to read it:

Part of Phase 13Tools & Protocols. Use the previous / next cards below to keep browsing the phase.