Mmcp.market

ai-visibility

by lastminutedealshq.com·com.lastminutedealshq/ai-visibility·v1.0.0
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AI-search-visibility tools: check crawler access, generate llms.txt, lint robots.txt, census data.

C67/100grade C
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Safety scan
C67/100

full report

Adoption
New

Little public usage data yet

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If you have run it, two minutes of your experience saves the next person an afternoon.

Tools (4)

write = sends, deletes, buys or posts
  • check_siteFree

    Check a site's AI search visibility: which AI crawlers (OAI-SearchBot, PerplexityBot, GPTBot, ClaudeBot and more) robots.txt allows, whether the homepage ships readable text without JavaScript, and whether an llms.txt exists.

  • generate_llms_txtFree

    Generate an llms.txt file from a site's real pages and sitemap.

  • lint_robots_txtFree

    Lint a robots.txt for AI-crawler-specific mistakes. Pass url to fetch it live, or robots_txt to lint pasted text directly.

  • validate_llms_txtFree

    Validate an existing llms.txt against the spec.

Public scan report

scanner v0.1.3 · 2026-09-19 · same rubric, same numbers if you re-run it

1 low
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 390ms20/20
  • Tool poisoning4 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenanceno repository listed3/15
  • Maintainer identityno repository or website to verify2/10

Findings (1)

  • lowNo source repository listedmaint.no-repo
Overall 67/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

claude mcp add --transport http ai-visibility https://ai-visibility.lastminutedealshq.com/mcp
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