Agent Readiness audits any website and scores it 0–100 for AI agent compatibility. It checks 16 signals across five categories — discoverability, content accessibility, bot access control, protocol discovery, and commerce — and tells you exactly what to fix.
As AI agents become a significant source of web traffic, sites that aren't built for them get skipped or misread. This tool checks whether your site has the right signals: a readable robots.txt, sitemap, markdown negotiation, correct AI bot rules, MCP Server Card, OAuth discovery endpoints, payment protocols, and more. Each check returns pass, warn, or fail with actionable detail.
What you can do
- Run a full 16-point agent-readiness audit on any URL
- Get a 0–100 score broken down by category
- See per-check pass/warn/fail results with specific findings
- Identify the highest-impact issues to fix first
Who it's for
Developers and product teams who want their site to work well with AI agents. SaaS companies whose products get discovered and used via AI assistants. Anyone building infrastructure for the agentic web who needs a baseline health check.
How to use it
- Call check_readiness with your website URL
- Review the score and category breakdown
- Focus on any fail results first — these block AI agents from accessing or understanding your content
- Work through warn results to improve discoverability and protocol support
Getting started
No setup needed — check_readiness is free and runs immediately on any public URL.
