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Add CI testing for MCP server with AI models #19828

Description

@blink-so

Danny suggested adding CI testing to catch tool changes that would break MCP server functionality:

we could have a CI job which runs Claude Code & Codex against our MCP server and do something like what is my coder username with a regex check. that should be pretty reliable.

This would help catch issues like the one identified in #19825 where tool schema changes could break integration with OpenAI/Anthropic.

Possible approaches:

  • Run Claude/Codex against MCP server in CI
  • Use test queries with regex validation
  • Add e2e tests against upstream services
  • Validate tools against JSON schemas

@ThomasK33

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