Scores a website's public surfaces for AI agent readiness, covering server-rendered content, HTTP behavior, document structure, error handling, and usable controls.

Additional checks for APIs, OAuth, GraphQL, MCP servers, and commerce surfaces activate only when present and are excluded otherwise. Reports include an observed agent navigation trace and are retrievable via JSON API or MCP server at a stable URL that renders in HTML or Markdown without JavaScript.