com.aeolookup/free-aeo-tools

up checked 2026-11-11T01:38:38.377Z

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Publisher-provided title

AEO Lookup

Publisher-provided description

Free AI crawler, schema, llms.txt and answer-readiness checks for public web pages. No API key.

Summary by lookupd

Checks public web pages for AI crawler access, structured data, llms.txt and answer readiness, and estimates AI time and cost savings.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http free-aeo-tools https://aeolookup.com/mcp

Codex, remote (streamable-http)

codex mcp add free-aeo-tools --url https://aeolookup.com/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "free-aeo-tools": {
      "url": "https://aeolookup.com/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (11 tools)

Publisher-provided text

• check_ai_crawler_access Checks whether the crawlers behind ChatGPT, Claude, Perplexity, Google AI Overviews, Copilot and 14 more may read a page: robots.txt rules (RFC 9309), robots me
• check_structured_data Extracts every JSON-LD block on a page, lists the schema.org types it describes, flags missing required and recommended properties (Organization, LocalBusiness,
• validate_llms_txt Fetches /llms.txt (or the llms.txt address given), validates it against the llmstxt.org proposal (one H1, optional summary, H2 sections of [name](url): notes li
• generate_llms_txt Drafts an llms.txt for a site: the name and summary from its home page, then its pages from the sitemap grouped by section, with titles and descriptions read fr
• score_answer_readiness Scores a page out of 100 on 14 published checks: indexable, title and description, one H1, question headings, direct first-sentence answers, structured data, da
• run_aeo_audit Runs all four checks on one address (AI crawler access, structured data, llms.txt, answer readiness) and returns each result plus an overall score: the mean of
• calculate_ai_savings Estimates how much a UK business could save a year by handing admin to AI: a range in pounds from team size, weekly admin hours per person, hourly pay (default
• calculate_ai_time_saved Estimates the hours a week AI could save one person or a team, from the hours spent on seven everyday task types (email, scheduling, quotes and invoices, data e
• estimate_ai_staff_impact Estimates how much of a team's work AI could take on today, as full-time roles' worth of tasks, from headcount in seven role groups, ordered by the Department f
• check_job_ai_risk Rates a UK occupation's exposure to AI (high, medium or low, following the Department for Education's 2023 ranking), the share of its tasks AI can do today and
• score_ai_readiness Scores how ready a small business is to put AI tools to work, out of 100, from eight yes or no questions (digital records, one customer system, written processe

Details

• Version: 1.0.0
• Transports: streamable-http
• Uptime (7 days): 63%
• Median latency: 389 ms
• First indexed: 2026-11-01T08:52:41.915Z
• Last seen in registry: 2026-11-01T08:52:41.915Z
• Website: https://aeolookup.com/aeo-tools/

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• 62092 servers
• Last crawl: 2026-11-11T17:38:11.606Z
• API base: https://api.lookupd.com
• MCP URL: https://api.lookupd.com/mcp