From Idea to Integration: An Intro to the Model Context Protocol (MCP)
summary
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.
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chapters (9)
- 0:00Model Context Protocol intro
- 1:36What is MCP
- 4:28Live MCP demo
- 5:56MCP architecture
- 7:47MCP server frameworks
- 12:53Latest MCP specs
- 17:53MCP future and clients
- 18:33OpenControl MCP demo
- 21:55Q&A
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26mBuilding AI-Enabled Spring Applications with Model Context Protocol (MCP)
33mThe Model Context Protocol: Connecting AI to Everything
42mMCP in Practice: One App to Understand It All
35mMCP in Action: Real-World Use Cases & Design Patterns
44mBeyond the Prompt: How MCP Connects Language Models to Real Tools
