~/talk

Building with MCP: How Protocol Primitives Shape Dev Experience

Talkat AI Native DevCon Fall 2025 · 2025-11-18..11-19· [ai-assisted-development]
links:none on file
slides:none on file

Model Context Protocol (MCP) claims to be the USB for connecting LLMs to repos, issue trackers, and databases by exposing clear primitives: tools, prompts, resources. A concrete flow: slash command selects a server prompt, model triggers a tool, the tool asks the client to sample an LLM to generate a missing title, then uses an elicitation confirmation before creating a GitHub issue. MCP UI can return HTML resources for a chess client; servers must pause before destructive actions (delete production DB). Look for clear names, elicitations for side effects, roots to scope file access, and gateway auditing.

AI-written summary · about

  1. 0:00Introduction to MCP
  2. 2:11MCP architecture overview
  3. 5:04Tools as MCP primitives
  4. 8:54Prompts and resources in MCP
  5. 11:50Client-side capabilities
  6. 14:03Safety with elicitations
  7. 15:11Roots and scoping access
  8. 16:55End-to-end MCP workflow
  9. 17:17Evaluating MCP servers
  10. 20:07Security considerations for MCP
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