~/talk

From Idea to Integration: An Intro to the Model Context Protocol (MCP)

Talkat PyCon DE & PyData 2025 · on Wednesday, 2025-04-23· at 17:50· Platinum3· [ai-assisted-development, large-language-models]
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Model Context Protocol (MCP) presents a concrete standard for connecting LLMs to tools and services and demonstrates a working SQLite conference-schedule integration: an MCP server (fast-mcp) exposes a schema resource and a query tool that Claude calls to find three MCP-related talks; demo returns three results and later shows nine speakers with exactly two talks. Latest spec adds OAuth 2.1-based authorization and a streamable HTTP transport for stateless hosting (Lambda, Cloudflare Workers), and Open Control deploys MCP into infra.

AI-written summary · about

  1. 0:00Model Context Protocol intro
  2. 1:36What is MCP
  3. 4:28Live MCP demo
  4. 5:56MCP architecture
  5. 7:47MCP server frameworks
  6. 12:53Latest MCP specs
  7. 17:53MCP future and clients
  8. 18:33OpenControl MCP demo
  9. 21:55Q&A
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