AINativeainative.axAX AUDIT
WEBMCP AUDIT

We load your site in a real browser
and score the tools it gives an agent.

WebMCP Tool Quality is one real, weighted check inside the same AX Audit scan every page on this site already runs — not a separate pipeline. Enter a URL, tell us what an agent would try to do there, and get back named findings, not a generic score.

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WHAT WILL THE AGENT TRY TO DO?
We infer the most relevant task automatically from the tools your site registers — for example, a site that registers a pricing tool gets probed for “find pricing,” a site with a search tool gets probed for “search the site.” There's no goal picker to set here because the scan doesn't take one as input yet.
Free · ~60s · WebMCP Tool Quality is one check inside the full AX Audit scan

Top scored sites

real WebMCP Tool Quality scores
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Full directory with self-reported & observed-live tiers coming soon →