AI From Scratch/Phase 19/Lesson 13/25 hours

Capstone 13 — MCP Server with Registry and Governance

CapstonePython (servervia FastMCP) or TypeScript (@modelcontextprotocolsdk)

The Model Context Protocol stopped being the future and became the default tool-use spec in 2026. Anthropic, OpenAI, Google, and every major IDE ship MCP clients. Pinterest published its internal ecosystem of MCP servers. The AAIF Registry...

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