SurfacedBy AI Visibility
Check what AI can read on a website and whether an AI answer cites or names a brand. Free, no key.
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质量与安全性
B
发现（2）
- LOWTool 'surfacedby_inspect_page_evidence' name length outside 3-30 range在 surfacedby_inspect_page_evidence 中
- LOWTool 'surfacedby_analyze_answer_evidence' name length outside 3-30 range在 surfacedby_analyze_answer_evidence 中
基于对工具定义和协议合规性的自动分析。
上下文开销
~1,837token 数（工具定义）
~10.8 KB典型响应大小
对注意力有中等影响（占 128k 上下文窗口的 1.44%）
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": {
"url": "https://api.surfacedby.com/api/v1/mcp/public/"
}
}
}远程端点
https://api.surfacedby.com/api/v1/mcp/public/streamable-http它能做什么
工具清单
工具（2）
🟢 只读🟡 写入🔴 删除⚪ 未知
🟢surfacedby_inspect_page_evidence(urls)
Inspect up to five business, competitor or source pages. Return sourced sections, comparison-table cells, business declarations, useful internal and outside links, and repeated declared facts for contextual review. Partial evidence stays explicit. No search, independent AI queries or visibility measurement.
输入模式
{
"type": "object",
"properties": {
"urls": {
"items": {
"type": "string"
},
"maxItems": 5,
"minItems": 1,
"title": "Urls",
"type": "array"
}
},
"required": [
"urls"
],
"title": "inspectedArguments"
}输出模式
{
"type": "object",
"properties": {
"evidence_kind": {
"const": "public_page_inspection",
"default": "public_page_inspection",
"title": "Evidence Kind",
"type": "string"
},
"status": {
"enum": [
"complete",
"partial",
"unavailable"
],
"title": "Status",
"type": "string"
},
"pages": {
"items": {
"$ref": "#/$defs/PageEvidence"
},
"title": "Pages",
"type": "array"
},
"declaration_review": {
"$ref": "#/$defs/DeclarationReview"
},
"evidence_provider": {
"const": "SurfacedBy",
"default": "SurfacedBy",
"title": "Evidence Provider",
"type": "string"
},
"limitations": {
"items": {
"type": "string"
},
"title": "Limitations",
"type": "array"
}
},
"required": [
"status",
"pages"
],
"$defs": {
"DeclarationComparison": {
"additionalProperties": false,
"properties": {
"entity_name": {
"title": "Entity Name",
"type": "string"
},
"entity_type": {
"title": "Entity Type",
"type": "string"
},
"property": {
"title": "Property",
"type": "string"
},
"observations": {
"items": {
"$ref": "#/$defs/DeclarationObservation"
},
"title": "Observations",
"type": "array"
},
"values_differ": {
"title": "Values Differ",
"type": "boolean"
},
"matching_basis": {
"enum": [
"declared_id",
"same_host_type_name"
],
"title": "Matching Basis",
"type": "string"
},
"interpretation": {
"const": "publisher_declarations_require_context",
"default": "publisher_declarations_require_context",
"title": "Interpretation",
"type": "string"
}
},
"required": [
"entity_name",
"entity_type",
"property",
"observations",
"values_differ",
"matching_basis"
],
"title": "DeclarationComparison",
"type": "object"
},
"DeclarationObservation": {
"additionalProperties": false,
"properties": {
"page_url": {
"title": "Page Url",
"type": "string"
},
"content_sha256": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Content Sha256"
},
"locator": {
"title": "Locator",
"type": "string"
},
"value": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
}
],
"title": "Value"
}
},
"required": [
"page_url",
"content_sha256",
"locator",
"value"
],
"title": "DeclarationObservation",
"type": "object"
},
"DeclarationReview": {
"additionalProperties": false,
"properties": {
"comparisons": {
"items": {
"$ref": "#/$defs/DeclarationComparison"
},
"title": "Comparisons",
"type": "array"
},
"truncated": {
"default": false,
"title": "Truncated",
"type": "boolean"
}
},
"title": "DeclarationReview",
"type": "object"
},
"LinkEvidence": {
"additionalProperties": false,
"properties": {
"url": {
"title": "Url",
"type": "string"
},
"label": {
"title": "Label",
"type": "string"
}
},
"required": [
"url",
"label"
],
"title": "LinkEvidence",
"type": "object"
},
"PageEvidence": {
"additionalProperties": false,
"properties": {
"requested_url": {
"title": "Requested Url",
"type": "string"
},
"final_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Final Url"
},
"observed_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Observed At"
},
"status": {
"enum": [
"available",
"partial",
"unavailable"
],
"title": "Status",
"type": "string"
},
"reason": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Reason"
},
"title": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Title"
},
"description": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Description"
},
"headings": {
"items": {
"type": "string"
},
"title": "Headings",
"type": "array"
},
"text": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Text"
},
"internal_links": {
"items": {
"$ref": "#/$defs/LinkEvidence"
},
"title": "Internal Links",
"type": "array"
},
"external_links": {
"items": {
"$ref": "#/$defs/LinkEvidence"
},
"title": "External Links",
"type": "array"
},
"sections": {
"items": {
"$ref": "#/$defs/PageSection"
},
"title": "Sections",
"type": "array"
},
"tables": {
"items": {
"$ref": "#/$defs/PageTable"
},
"title": "Tables",
"type": "array"
},
"structured_entities": {
"items": {
"$ref": "#/$defs/StructuredEntity"
},
"title": "Structured Entities",
"type": "array"
},
"content_sha256": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Content Sha256"
},
"downloaded_bytes": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Downloaded Bytes"
},
"extraction_version": {
"default": "5",
"title": "Extraction Version",
"type": "string"
},
"representation": {
"default": "static_html",
"title": "Representation",
"type": "string"
},
"limitations": {
"items": {
"type": "string"
},
"title": "Limitations",
"type": "array"
}
},
"required": [
"requested_url",
"status"
],
"title": "PageEvidence",
"type": "object"
},
"PageSection": {
"additionalProperties": false,
"properties": {
"locator": {
"title": "Locator",
"type": "string"
},
"region": {
"enum": [
"main",
"article",
"body",
"document"
],
"title": "Region",
"type": "string"
},
"heading": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Heading"
},
"text": {
"title": "Text",
"type": "string"
},
"truncated": {
"default": false,
"title": "Truncated",
"type": "boolean"
}
},
"required": [
"locator",
"region",
"text"
],
"title": "PageSection",
"type": "object"
},
"PageTable": {
"additionalProperties": false,
"properties": {
"locator": {
"title": "Locator",
"type": "string"
},
"heading": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Heading"
},
"rows": {
"items": {
"items": {
"type": "string"
},
"type": "array"
},
"title": "Rows",
"type": "array"
},
"truncated": {
"default": false,
"title": "Truncated",
"type": "boolean"
}
},
"required": [
"locator",
"rows"
],
"title": "PageTable",
"type": "object"
},
"StructuredEntity": {
"additionalProperties": false,
"properties": {
"locator": {
"title": "Locator",
"type": "string"
},
"types": {
"items": {
"type": "string"
},
"title": "Types",
"type": "array"
},
"properties": {
"type": "object",
"additionalProperties": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
}
]
},
"title": "Properties"
}
},
"required": [
"locator",
"types",
"properties"
],
"title": "StructuredEntity",
"type": "object"
}
},
"additionalProperties": false,
"title": "InspectionResult"
}🟢surfacedby_analyze_answer_evidence(answer, business_url, brand_name, language)
Observe mentions and visible citations in one supplied answer without fetching or independent measurements.
输入模式
{
"type": "object",
"properties": {
"answer": {
"maxLength": 64000,
"minLength": 1,
"title": "Answer",
"type": "string"
},
"business_url": {
"maxLength": 2048,
"minLength": 1,
"title": "Business Url",
"type": "string"
},
"brand_name": {
"anyOf": [
{
"maxLength": 200,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Brand Name"
},
"language": {
"anyOf": [
{
"maxLength": 20,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Language"
}
},
"required": [
"answer",
"business_url"
],
"title": "analyzedArguments"
}输出模式
{
"type": "object",
"properties": {
"evidence_kind": {
"const": "supplied_answer_observation",
"default": "supplied_answer_observation",
"title": "Evidence Kind",
"type": "string"
},
"presence": {
"enum": [
"cited",
"named",
"not_observed"
],
"title": "Presence",
"type": "string"
},
"brand_name_ambiguous": {
"title": "Brand Name Ambiguous",
"type": "boolean"
},
"matched_terms": {
"items": {
"type": "string"
},
"title": "Matched Terms",
"type": "array"
},
"visible_citations": {
"items": {
"$ref": "#/$defs/LinkEvidence"
},
"title": "Visible Citations",
"type": "array"
},
"business_citations": {
"items": {
"$ref": "#/$defs/LinkEvidence"
},
"title": "Business Citations",
"type": "array"
},
"answer_sha256": {
"title": "Answer Sha256",
"type": "string"
},
"limitations": {
"items": {
"type": "string"
},
"title": "Limitations",
"type": "array"
}
},
"required": [
"presence",
"brand_name_ambiguous",
"matched_terms",
"visible_citations",
"business_citations",
"answer_sha256"
],
"$defs": {
"LinkEvidence": {
"additionalProperties": false,
"properties": {
"url": {
"title": "Url",
"type": "string"
},
"label": {
"title": "Label",
"type": "string"
}
},
"required": [
"url",
"label"
],
"title": "LinkEvidence",
"type": "object"
}
},
"additionalProperties": false,
"title": "AnswerResult"
}社区
证据
最近观测
已验证未记录版本2 个工具