Créavores AEO Audit MCP server

Read from the package source without running it. The installed server may list more.

• audit_aeowrite action

  Runs a full Answer Engine Optimization (AEO) audit on a URL: crawlability (30pts), content structure for AI extraction (35pts), and E-E-A-T trust signals (35pts), plus llms.txt and AI-bot access checks. Returns a 0-100 score, sub-scores, a verdict, and prioritized, actionable recommendations.

• check_agentic_readiness

  Assesses how readable and navigable a page is for AI agents performing 'agentic browsing' (Claude, ChatGPT agents, Perplexity, etc.), not just traditional search crawlers. Checks: llms.txt compliance, heading structure sanity, image alt-text coverage, ARIA landmarks/labels, meta robots directives, and whether AI-specific crawlers are blocked in robots.txt. Aligned with Lighthouse's new Agentic Bro

• check_direct_answer

  Checks whether a page has a concise 40-60 word direct-answer paragraph right under the H1 — the single strongest citability signal for AI/answer engines (ChatGPT, Perplexity, Google AI Overviews). Returns the detected passage, its word count, and a pass/fail verdict.

• check_eeat_signals

  Checks Experience-Expertise-Authoritativeness-Trustworthiness (E-E-A-T) signals on a page: byline/author, publish/modified dates, source citations (external links), links to an About/Methodology page, and legal-notice/privacy links. These signals matter for YMYL topics and for AI engines assessing whether to trust and cite a source.

• check_llms_txt

  Checks whether a domain publishes an llms.txt file and whether it follows the llmstxt.org specification: H1 title, optional blockquote summary, '## Section' headings, and Markdown link list items ('- [Title](URL): notes'). Returns existence, a 0-100 compliance score, and the extracted links.

• compare_aeo

  Compares the AEO scores of 2 to 3 URLs side by side (e.g. your page vs. one or two competitors). Returns each URL's overall score, sub-scores, ranking, and the biggest gaps to close to beat the top-ranked one.

• extract_structured_data

  Extracts and validates all JSON-LD structured data on a page: parses every <script type="application/ld+json"> block, reports @type list, JSON parse errors, common schema.org mistakes (missing required fields), and confirms the data is present server-side in the raw HTML (not injected client-side via useEffect, which AI crawlers may not execute).

• simulate_ai_citation

  Simulates how an AI answer engine (ChatGPT, Perplexity, AI Overviews) would extract a citable passage from a page. Scans paragraphs, list items, table rows, and FAQ answers, scores each for self-containedness (length, no dangling pronouns, presence of numbers/definitions), and returns the single most citable passage plus an explanation of why it would (or would not) be picked over the others.

• Code scan18 source files scanned25/25
• –Live reliabilityno gateway calls yet and no remote to proben/a
• –Tool poisoningtools not inspected (local package is not executed); not countedn/a
• Auth qualitylocal package, no credentials required12/15
• Maintenanceno repository listed3/15
• Maintainer identityno repository or website to verify2/10

Créavores AEO Audit: common questions

Is Créavores AEO Audit MCP server safe?

With care: it is graded C, so read the findings first (65/100). Read the Créavores AEO Audit safety report

How do I install Créavores AEO Audit?

It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.

Does Créavores AEO Audit need an API key?

Not as far as the registry entry and our scan can tell: no credentials are declared or required.

Is Créavores AEO Audit maintained?

The latest release is v1.0.2.

What can I use instead of Créavores AEO Audit?

Servers from other publishers that do the same job: Geolint MCP server, GEO Tracker by DigestSEO MCP server and HasData Google Scholar MCP server. Compare all Créavores AEO Audit alternatives.