~/talk

Making Rails AI-Native with the Model Context Protocol

Talkat Euruko 2025 · 2025-09-18..09-19· [ruby, ai-assisted-development]
slides:none on file

Demonstrates how Rails becomes an AI-native app by adding a minimal template that creates an MCP server endpoint and an MCP tool generator so scaffolding yields HTTP-exposable tools alongside models. Shows a concrete flow: host loads tools, LLM issues tool calls, host executes travel and weather tools, LLM combines results and returns an action (book trip ID 41). Includes CRUD examples, a custom weather tool, a Rails-based MCP host, and a quick production deploy.

AI-written summary · about

  1. 0:00AI-native Rails intro
  2. 3:00What is MCP
  3. 8:26MCP for LLM interactions
  4. 11:00Building MCP server
  5. 14:15MCP tools for Active Record
  6. 17:12Deploying MCP Rails app
  7. 21:52Custom MCP tools
  8. 24:41MCP host in Rails
  9. 26:08Summary
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