Phase 13: Tools & Protocols
AI From Scratch/Lesson 14/~75 minutes

MCP Apps — Interactive UI Resources via `ui://`

Text-only tool output caps what agents can show. MCP Apps (SEP-1724, official January 26, 2026) let a tool return sandboxed interactive HTML rendered inline in Claude Desktop, ChatGPT, Cursor, Goose, and VS Code. Dashboards, forms, maps, 3...

BuildPython (stdlibUI resource emitter)HTML (sample app)
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