Citead GEO Score
Free GEO score of a web page or text: how easily AI assistants can quote it, with fixes. No key.
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Calidad y seguridad
Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.
Costo de contexto
Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.
Instalar
Instalación con un clic
Agrega esto a tu archivo `claude_desktop_config.json`:
{
"mcpServers": {
"score": {
"url": "https://mcp.citead.com/public/mcp/"
}
}
}Puntos de conexión remotos
https://mcp.citead.com/public/mcp/streamable-httpQué puede hacer
Inventario de herramientas
Herramientas (2)
🟢score_url(url)
Fetch a public web page and compute its GEO score with Citead. Returns the overall score (0 to 100), the score of five criteria (AI citability, naturalness, authority and citations, semantic richness, content organization), the main fixes to apply, and a citead.com link with the full breakdown. 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, nothing is stored. Pages behind a login or rendered only by JavaScript may not be fetchable: use score_text with the page text instead.
Esquema de entrada
{
"type": "object",
"properties": {
"url": {
"description": "Public http(s) URL of the page to score.",
"maxLength": 2048,
"minLength": 4,
"title": "Url",
"type": "string"
}
},
"required": [
"url"
],
"title": "score_urlArguments"
}Esquema de salida
{
"type": "object",
"properties": {
"geo_score": {
"description": "Overall GEO score, 0 to 100.",
"title": "Geo Score",
"type": "number"
},
"criteria": {
"description": "Score of each of the five criteria, 0 to 100. The overall score is computed from sub-signals of four of these criteria plus freshness, with caps for very short content, so it is not their plain average. Naturalness does not count in the overall score.",
"items": {
"$ref": "#/$defs/Criterion"
},
"title": "Criteria",
"type": "array"
},
"top_fixes": {
"description": "Main corrections, most important first.",
"items": {
"$ref": "#/$defs/Fix"
},
"title": "Top Fixes",
"type": "array"
},
"word_count": {
"title": "Word Count",
"type": "integer"
},
"title": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Title"
},
"url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Url"
},
"details_url": {
"description": "Citead page with the full breakdown. Give it to the user.",
"title": "Details Url",
"type": "string"
},
"score_meaning": {
"title": "Score Meaning",
"type": "string"
},
"remaining_quota": {
"$ref": "#/$defs/RemainingQuota",
"description": "Free scores left for this IP address in the current windows."
}
},
"required": [
"geo_score",
"criteria",
"top_fixes",
"word_count",
"details_url",
"score_meaning",
"remaining_quota"
],
"$defs": {
"Criterion": {
"properties": {
"id": {
"title": "Id",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"score": {
"description": "0 to 100, higher is better.",
"title": "Score",
"type": "number"
}
},
"required": [
"id",
"name",
"score"
],
"title": "Criterion",
"type": "object"
},
"Fix": {
"properties": {
"priority": {
"description": "high, medium or low.",
"title": "Priority",
"type": "string"
},
"problem": {
"title": "Problem",
"type": "string"
},
"fix": {
"title": "Fix",
"type": "string"
},
"location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Location"
}
},
"required": [
"priority",
"problem",
"fix"
],
"title": "Fix",
"type": "object"
},
"RemainingQuota": {
"properties": {
"minute": {
"title": "Minute",
"type": "integer"
},
"hour": {
"title": "Hour",
"type": "integer"
},
"day": {
"title": "Day",
"type": "integer"
}
},
"required": [
"minute",
"hour",
"day"
],
"title": "RemainingQuota",
"type": "object"
}
},
"title": "GeoScoreResult"
}🟢score_text(content, title, language)
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 five criteria (AI citability, naturalness, authority and citations, semantic richness, content organization), 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).
Esquema de entrada
{
"type": "object",
"properties": {
"content": {
"description": "The text to score: markdown, plain text or HTML.",
"maxLength": 200000,
"minLength": 1,
"title": "Content",
"type": "string"
},
"title": {
"anyOf": [
{
"maxLength": 300,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Page title. Defaults to the first heading.",
"title": "Title"
},
"language": {
"anyOf": [
{
"enum": [
"en",
"fr"
],
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Language of the text. Omit to detect it. Only English and French have dedicated rules; other languages use the English ones.",
"title": "Language"
}
},
"required": [
"content"
],
"title": "score_textArguments"
}Esquema de salida
{
"type": "object",
"properties": {
"geo_score": {
"description": "Overall GEO score, 0 to 100.",
"title": "Geo Score",
"type": "number"
},
"criteria": {
"description": "Score of each of the five criteria, 0 to 100. The overall score is computed from sub-signals of four of these criteria plus freshness, with caps for very short content, so it is not their plain average. Naturalness does not count in the overall score.",
"items": {
"$ref": "#/$defs/Criterion"
},
"title": "Criteria",
"type": "array"
},
"top_fixes": {
"description": "Main corrections, most important first.",
"items": {
"$ref": "#/$defs/Fix"
},
"title": "Top Fixes",
"type": "array"
},
"word_count": {
"title": "Word Count",
"type": "integer"
},
"title": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Title"
},
"url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Url"
},
"details_url": {
"description": "Citead page with the full breakdown. Give it to the user.",
"title": "Details Url",
"type": "string"
},
"score_meaning": {
"title": "Score Meaning",
"type": "string"
},
"remaining_quota": {
"$ref": "#/$defs/RemainingQuota",
"description": "Free scores left for this IP address in the current windows."
}
},
"required": [
"geo_score",
"criteria",
"top_fixes",
"word_count",
"details_url",
"score_meaning",
"remaining_quota"
],
"$defs": {
"Criterion": {
"properties": {
"id": {
"title": "Id",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"score": {
"description": "0 to 100, higher is better.",
"title": "Score",
"type": "number"
}
},
"required": [
"id",
"name",
"score"
],
"title": "Criterion",
"type": "object"
},
"Fix": {
"properties": {
"priority": {
"description": "high, medium or low.",
"title": "Priority",
"type": "string"
},
"problem": {
"title": "Problem",
"type": "string"
},
"fix": {
"title": "Fix",
"type": "string"
},
"location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Location"
}
},
"required": [
"priority",
"problem",
"fix"
],
"title": "Fix",
"type": "object"
},
"RemainingQuota": {
"properties": {
"minute": {
"title": "Minute",
"type": "integer"
},
"hour": {
"title": "Hour",
"type": "integer"
},
"day": {
"title": "Day",
"type": "integer"
}
},
"required": [
"minute",
"hour",
"day"
],
"title": "RemainingQuota",
"type": "object"
}
},
"title": "GeoScoreResult"
}Comunidad
Evidencia