AI-discoverable docs — overview
The four levers that make your docs show up in AI answers: llms.txt, the MCP server, the chat widget, and how you write the markdown itself.
Writing a great llms.txt
What goes into the auto-generated llms.txt, and the small frontmatter changes that make it more useful to AI crawlers.
Connect a reader MCP for visitors
Your docs as a live MCP server. Visitors using Claude Code, Cursor, or any MCP-compatible AI plug your docs in directly.
Add the AI chat widget to your docs
An 'Ask AI' floating button on every page, grounded in your published content. What it does, what to expect, and how to make it useful.
Writing markdown that AI reads well
The structural choices that make a page easy for an AI assistant to quote, summarize, and cite. Mostly: standard markdown, used well.