~/talk

MCP: Server, Client & Protocol

Talkat MCP Live! 2026 · on Wednesday, 2026-09-09· [large-language-models, ai-assisted-development]
slides:none on file

GitHub MCP server gets the newest MCP spec live 3 weeks before spec launch and rolls it out with almost no friction, raising new-protocol traffic from 3% to 20% in weeks. Real-world testing exposes wide undefined behavior across other MCP servers, so work focuses on robust fallbacks. The team implements multi-round trip request (MRTR) elicitation with sealed, encrypted metadata to enable stateless servers to ask follow-ups (demo: delete-repo confirmation) and ships server cards and the skills-over-MCP extension.

AI-written summary · about

  1. 0:00Introduction
  2. 1:26Scaling GitHub MCP
  3. 3:37MCP maintainer role
  4. 5:21Live demo GitHub MCP
  5. 7:52MCP elicitation
  6. 10:48Stateless servers impact
  7. 12:15Future of MCP
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