AI in the Docs or MCP?

Yesterday we got a question if we’re going to have an AI bot in the docs, so I wanted to hear everybody’s opinion about what will be most useful for you?

  • A better AI-enabled search in the docs site
  • Full conversational AI bot that can search our docs/github/community and answer exact questions based on it that lives in the docs site or community
  • An MCP server with our documentation/code samples that you can simply hook into the tool you use be it Claude, GitHub Copilot, Codex, etc for both chat and coding
  • Anything else?