Citead GEO Score
Free GEO score of a web page or text: how easily AI assistants can quote it, with fixes. No key.
我該用這個嗎
品質與安全性
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"score": {
"url": "https://mcp.citead.com/public/mcp/"
}
}
}遠端端點
https://mcp.citead.com/public/mcp/streamable-http它能做什麼
工具清單
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.
輸入結構描述
{
"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"
}輸出結構描述
{
"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).
輸入結構描述
{
"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"
}輸出結構描述
{
"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"
}社群
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