com.surfacedby/ai-visibility

Est-ce que com.surfacedby/ai-visibility est sûr ?

Au dernier audit MCP Hub, le serveur MCP « com.surfacedby/ai-visibility » est classé « Non encore testé ». Référencé dans l'annuaire. Seul le pentest comportemental fait foi, et il n'a pas encore été exécuté sur ce serveur. Le verdict est réévalué en continu ; consultez la fiche pour l'état à jour.

Méthode : MCP Hub analyse la description de chaque outil (couche 1) et, pour le verdict fort, exécute le serveur dans une micro-VM isolée avec leurres et réseau bloqué (couche 2). On publie des noms et des compteurs, jamais le contenu brut renvoyé par un outil.

Les 5 outils

• surfacedby_analyze_answer_evidence≈ 1439 tokens

  Check one AI answer the user pasted: whether it cites the business with a link, names it without one, or leaves it out. Classifies every cited source, such as review sites, best-of lists, forums, competitors and the business's own pages, reads Google and Gemini redirect links to the pages they point to, summarizes which source types dominate, and gives the likely reason and fix when the business is not cited. Runs no AI queries of its own.

  Paramètres, retour & exemple (6)

  Paramètres

  • answer · string · requis
  • language · ? · optionnel
  • platform · ? · optionnel
  • brand_name · ? · optionnel
  • business_url · string · requis
  • competitor_domains · array · optionnel

  Exemple d'appel

  {"name": "surfacedby_analyze_answer_evidence", "arguments": {"answer": "texte", "business_url": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"platform": "texte", "presence": "cited", "diagnosis": "texte", "next_steps": [], "limitations": [], "answer_sha256": "texte", "cited_sources": [], "evidence_kind": "texte", "matched_terms": [], "visible_citations": [], "business_citations": [], "brand_name_ambiguous": true}}

• surfacedby_check_ai_crawler_access≈ 1914 tokens

  Check which AI crawlers a site allows, restricts or blocks in robots.txt, what that means for each AI platform and the search index it reads, where to submit pages, whether a security challenge answers an ordinary request, homepage noindex, llms.txt and Content-Signal, with copy-ready fixes. Reads the site's public files and one ordinary page request; firewall rules keyed to crawlers' own IP addresses are not visible.

  Paramètres, retour & exemple (1)

  Paramètres

  • domain · string · requis

  Exemple d'appel

  {"name": "surfacedby_check_ai_crawler_access", "arguments": {"domain": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"fixes": "texte", "budget": "texte", "domain": "texte", "crawlers": [], "homepage": "texte", "llms_txt": "texte", "platforms": [], "next_steps": [], "robots_txt": "texte", "limitations": [], "observed_at": "texte", "evidence_kind": "texte"}}

• surfacedby_get_ai_source_landscape≈ 1430 tokens

  Show, for each AI platform, the mix of source types it cites, recent shifts in specific sources and how its answers cite, from SurfacedBy's published AI Search Index, with the data date, the public page and related research findings with links. Rates are pooled across many brands and describe each platform, not any one business.

  Paramètres, retour & exemple (2)

  Paramètres

  • topic · ? · optionnel
  • platform · ? · optionnel

  Exemple d'appel

  {"name": "surfacedby_get_ai_source_landscape", "arguments": {"topic": "texte", "platform": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"status": "available", "platforms": [], "next_steps": [], "source_url": "texte", "limitations": [], "window_days": "texte", "data_through": "texte", "evidence_kind": "texte", "corpus_answers": "texte", "corpus_citations": "texte", "research_findings": []}}

• surfacedby_inspect_page_evidence≈ 2587 tokens

  Read up to five public pages the way an AI crawler receives them, without running JavaScript. Returns sourced sections, table cells, internal and outside links and declared structured data, plus each page's type, source type and readiness findings with the documentation behind them, repeated declared facts to review, and the remaining request budget. Partial or unreadable pages are reported as such. Runs no AI queries and measures no visibility.

  Paramètres, retour & exemple (1)

  Paramètres

  • urls · array · requis

  Exemple d'appel

  {"name": "surfacedby_inspect_page_evidence", "arguments": {"urls": []}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"pages": [], "budget": "texte", "status": "complete", "next_steps": [], "limitations": [], "evidence_kind": "texte", "evidence_provider": "texte", "declaration_review": "texte"}}

• surfacedby_plan_ai_visibility_audit≈ 1459 tokens

  Return the ordered checklist for an AI visibility audit of a business website: each step, the tools for it, the quality bar for the result, the rules to follow, the published research findings that apply to the goal, and the remaining request budget. Makes no request to the website.

  Paramètres, retour & exemple (5)

  Paramètres

  • goal · ? · optionnel
  • market · ? · optionnel
  • language · ? · optionnel
  • competitors · array · optionnel
  • business_url · string · requis

  Exemple d'appel

  {"name": "surfacedby_plan_ai_visibility_audit", "arguments": {"business_url": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"goal": "full_audit", "steps": [], "budget": "texte", "market": "texte", "language": "texte", "tracking": "texte", "goal_label": "texte", "guardrails": [], "next_steps": [], "quality_bar": [], "business_url": "texte", "evidence_kind": "texte"}}

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Source

https://api.surfacedby.com/api/v1/mcp/public/