Practical AI

Model Context Protocol Deep Dive


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In this episode, Daniel and Chris unpack the Model Context Protocol (MCP), a rising standard for enabling agentic AI interactions with external systems, APIs, and data sources. They explore how MCP supports interoperability, community contributions, and a rapidly developing ecosystem of AI integrations. The conversation also highlights some real-world tooling such as FastAPI-MCP.

Featuring:

  • Chris Benson – Website, GitHub, LinkedIn, X
  • Daniel Whitenack – Website, GitHub, X

Links:

  • Protocol website
  • Anthropic blog post
  • Blog post - Model Context Protocol (MCP) an overview
  • FastAPI-MCP
  • How to Use FastAPI MCP Server: A Complete Guide 
  • Candle (Rust framework)


...more
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