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Add AI Audit tool to AWESOME_WEBMCP.md#25

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cyberandy wants to merge 1 commit intoGoogleChromeLabs:mainfrom
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Add AI Audit tool to AWESOME_WEBMCP.md#25
cyberandy wants to merge 1 commit intoGoogleChromeLabs:mainfrom
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@cyberandy
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AI Audit (https://audit.wordlift.io/) exposes a run-audit tool via navigator.modelContext.registerTool() that lets browser AI agents trigger a full AI readiness analysis on any public URL.

The tool returns a score (0–100) covering site files, SEO, structured data, content, and more — helping website owners understand their readiness for the agentic web.

AI Audit (https://audit.wordlift.io/) exposes a run-audit tool
via navigator.modelContext.registerTool() that lets browser AI agents trigger a full AI readiness analysis on any public URL.
@beaufortfrancois
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May I ask why not have picked the declarative API for https://audit.wordlift.io/? I've tried the following and it worked great.

- <form class="flex items-center gap-2">
+ <form class="flex items-center gap-2"
+       toolname="run-audit"
+       tooldescription="Run a full AI readiness audit on a given URL. Returns a structured report with an overall score (0–100) plus detailed findings for site files, SEO fundamentals, structured data, content structure, image accessibility, automation readiness, and JavaScript rendering."
+       toolautosubmit>
    <input placeholder="https://example.com"
+          name="url"
+          toolparamdescription="The fully-qualified URL to audit (e.g. https://example.com). Must be a public, accessible page."
           required
    ...
  </form>

@cyberandy
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Great point @beaufortfrancois thanks. We started with navigator.modelContext for a quick, explicit MVP, but your declarative

approach is better for discovery and works nicely in practice. We’ll add the declarative annotations (and likely keep the programmatic path for compatibility). Appreciate the snippet and the test.

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2 participants