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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质量与安全性
基于对工具定义和协议合规性的自动分析。
上下文开销
这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高，可用于其他任务的注意力就越少。
安装
一键安装
将以下内容添加到你的 `claude_desktop_config.json` 文件中：
{
"mcpServers": {
"score": {
"url": "https://mcp.citead.com/public/mcp/"
}
}
}远程端点
https://mcp.citead.com/public/mcp/streamable-http它能做什么
工具清单
工具（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.
输入模式
{
"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"
}输出模式
{
"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).
输入模式
{
"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"
}输出模式
{
"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"
}社区
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