com.citead/score

Est-ce que com.citead/score est sûr ?

Au dernier audit MCP Hub, le serveur MCP « com.citead/score » 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 2 outils

• score_text≈ 1077 tokens

  Compute the GEO score of a text with Citead: an article draft, a page copy, markdown, plain text or HTML. Returns the overall score (0 to 100), the score of each criterion (semantic richness, AI citability, freshness, content organization, authority and citations, and naturalness, which does not count in the score), the main fixes to apply, and a link to Citead's free live editor. The GEO score (0 to 100) measures how easy the content is for a language model to understand, reuse and cite: information density, quotable sentences, self-contained paragraphs, sourced and dated facts, clear structure, freshness. Naturalness is returned as a criterion but does not count in the score. It is computed by deterministic rules, without a language model: the same content always gets the same score. It does not guarantee that an AI assistant will cite the page. Free, no API key, the text is not stored. Texts under 300 words get a capped score (at most 65).

  Paramètres, retour & exemple (3)

  Paramètres

  • title · ? · optionnel
    Page title. Defaults to the first heading.
  • content · string · requis
    The text to score: markdown, plain text or HTML.
  • language · ? · optionnel
    Language of the text. Omit to detect it. Only English and French have dedicated rules; other languages use the English ones.

  Exemple d'appel

  {"name": "score_text", "arguments": {"content": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"url": "texte", "title": "texte", "criteria": [], "geo_score": 1, "top_fixes": [], "word_count": 1, "details_url": "texte", "score_meaning": "texte", "remaining_quota": "texte"}}

• score_url≈ 1028 tokens

  Fetch a public web page and compute its GEO score with Citead. Returns the overall score (0 to 100), the score of each criterion (semantic richness, AI citability, freshness, content organization, authority and citations, and naturalness, which does not count in the score), the main fixes to apply, and a citead.com link that shows the analysis again. The GEO score (0 to 100) measures how easy the content is for a language model to understand, reuse and cite: information density, quotable sentences, self-contained paragraphs, sourced and dated facts, clear structure, freshness. Naturalness is returned as a criterion but does not count in the score. It is computed by deterministic rules, without a language model: the same content always gets the same score. It does not guarantee that an AI assistant will cite the page. Free, no API key. Citead does not store the page content or its score; it keeps only daily counts of outcomes, the domain name of sites that block its fetcher (45 days) and per-IP rate-limit counters. The details_url page does not publish the result to the public leaderboard. Pages behind a login or rendered only by JavaScript may not be fetchable: use score_text with the page text instead.

  Paramètres, retour & exemple (1)

  Paramètres

  • url · string · requis
    Public http(s) URL of the page to score.

  Exemple d'appel

  {"name": "score_url", "arguments": {"url": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"url": "texte", "title": "texte", "criteria": [], "geo_score": 1, "top_fixes": [], "word_count": 1, "details_url": "texte", "score_meaning": "texte", "remaining_quota": "texte"}}

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Source

https://mcp.citead.com/public/mcp/