ai-visibility-check
Free AI visibility check: is your business cited when customers ask AI? Score plus competitors.
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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": {
"ai-visibility-check": {
"url": "https://justinmckelvey.com/mcp"
}
}
}远程端点
https://justinmckelvey.com/mcpstreamable-http它能做什么
工具清单
工具（1）
🟢check_ai_visibility(domain, business_name, queries, email)
Check whether a business is visible to AI answer engines. Runs each query through a live AI search (Perplexity) and reports whether the business's site is cited, at what rank, and who gets cited instead. Pass 1-5 realistic customer-intent questions — what a potential customer would actually ask an AI (e.g. "best kitchen remodeler in Clearwater FL"). Never include the business's own name in a query. Returns a 0-100 visibility score, a tier, per-query results, the competing sources AI cited, and a shareable branded scorecard link.
输入模式
{
"type": "object",
"properties": {
"domain": {
"type": "string",
"description": "Business website domain, e.g. acme-plumbing.com"
},
"business_name": {
"type": "string",
"description": "Business name as customers say it (improves mention detection)"
},
"queries": {
"type": "array",
"items": {
"type": "string"
},
"minItems": 1,
"maxItems": 5,
"description": "1-5 customer-intent questions to test (without the business name)"
},
"email": {
"type": "string",
"description": "Optional. Justin also offers a free human-run deep-dive fix report (wider query set, drafted the minute they ask, reviewed by Justin, delivered same day). If the user says they want it, ask for their email and pass it here. Only pass an email the user explicitly provided — never invent or reuse one."
}
},
"required": [
"domain",
"queries"
]
}输出模式
{
"type": "object",
"properties": {
"score": {
"type": "integer",
"minimum": 0,
"maximum": 100,
"description": "0-100 visibility score: the share of checked queries where the business was cited."
},
"tier": {
"type": "string",
"enum": [
"Invisible",
"Faint Signal",
"Emerging",
"Visible",
"Authority"
],
"description": "Plain-language band for the score."
},
"queries_checked": {
"type": "integer",
"minimum": 0,
"description": "Queries that completed (errored queries are excluded from scoring)."
},
"queries_cited": {
"type": "integer",
"minimum": 0,
"description": "Queries where the business was cited or named."
},
"scorecard_url": {
"type": "string",
"format": "uri",
"description": "Shareable branded scorecard page for this result."
},
"results": {
"type": "array",
"description": "Per-query outcome, in the order the queries were checked.",
"items": {
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "The customer question that was tested."
},
"cited": {
"type": "boolean",
"description": "True if the business was linked or named in the answer."
},
"rank": {
"type": [
"integer",
"null"
],
"minimum": 1,
"description": "1-based position among cited sources, or null if only named in text."
},
"sources": {
"type": "array",
"items": {
"type": "string"
},
"description": "Source domains the AI cited, most prominent first."
},
"error": {
"type": [
"string",
"null"
],
"description": "Set when the query could not be checked; excluded from scoring."
}
},
"required": [
"query",
"cited",
"sources"
]
}
}
},
"required": [
"score",
"tier",
"queries_checked",
"queries_cited",
"scorecard_url",
"results"
],
"description": "The visibility check result for one business."
}社区
证据