MentionedOn Discovery Evidence Tools
Assess AI-discovery readiness, plan visibility fixes, and summarize scan evidence. Read-only.
¿Debería usar esto?
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": {
"ai-discovery-readiness": {
"url": "https://mentioned-on.com/mcp"
}
}
}Puntos de conexión remotos
https://mentioned-on.com/mcpstreamable-httpQué puede hacer
Inventario de herramientas
Herramientas (3)
🟢analyze_discovery_readiness(businessName, websiteUrl, signals)
Score caller-supplied website and business discovery signals. This tool does not fetch the website, run an AI scan, persist data, or verify inclusion in any AI product.
Esquema de entrada
{
"type": "object",
"properties": {
"businessName": {
"type": "string",
"minLength": 2,
"maxLength": 120,
"description": "The business name used only to label this assessment."
},
"websiteUrl": {
"description": "Optional page URL used only as a label. The tool will not fetch this URL.",
"type": "string",
"maxLength": 2048,
"format": "uri"
},
"signals": {
"minItems": 1,
"maxItems": 10,
"type": "array",
"items": {
"type": "object",
"properties": {
"signal": {
"type": "string",
"enum": [
"business_identity",
"service_location",
"page_description",
"contact_details",
"structured_data",
"corroborating_profiles",
"crawlability",
"buyer_faq",
"first_party_evidence",
"machine_summary"
],
"description": "The discovery-readiness signal being assessed."
},
"status": {
"type": "string",
"enum": [
"present",
"partial",
"missing",
"unknown"
],
"description": "Observed status. Use unknown when the caller has no evidence."
},
"evidence": {
"type": "string",
"minLength": 3,
"maxLength": 500,
"description": "Concise caller-supplied evidence supporting the stated status."
}
},
"required": [
"signal",
"status"
],
"additionalProperties": false
},
"description": "Caller-supplied signal observations. Omitted signals are treated as unknown."
}
},
"required": [
"businessName",
"signals"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}Esquema de salida
{
"type": "object",
"properties": {
"scope": {
"type": "string",
"const": "caller_supplied_signals_only"
},
"businessName": {
"type": "string"
},
"websiteUrl": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"readinessScore": {
"anyOf": [
{
"type": "number",
"minimum": 0,
"maximum": 100
},
{
"type": "null"
}
]
},
"assessment": {
"type": "string",
"enum": [
"strong_observed",
"developing_observed",
"limited_observed",
"weak_observed",
"insufficient_evidence"
]
},
"evidenceCoveragePercent": {
"type": "number",
"minimum": 0,
"maximum": 100
},
"evaluatedSignals": {
"minItems": 10,
"maxItems": 10,
"type": "array",
"items": {
"type": "object",
"properties": {
"signal": {
"type": "string",
"enum": [
"business_identity",
"service_location",
"page_description",
"contact_details",
"structured_data",
"corroborating_profiles",
"crawlability",
"buyer_faq",
"first_party_evidence",
"machine_summary"
]
},
"title": {
"type": "string"
},
"status": {
"type": "string",
"enum": [
"present",
"partial",
"missing",
"unknown"
]
},
"weight": {
"type": "integer",
"minimum": 0,
"maximum": 100
},
"evidence": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
}
},
"required": [
"signal",
"title",
"status",
"weight",
"evidence"
],
"additionalProperties": false
}
},
"priorities": {
"maxItems": 5,
"type": "array",
"items": {
"type": "object",
"properties": {
"signal": {
"type": "string",
"enum": [
"business_identity",
"service_location",
"page_description",
"contact_details",
"structured_data",
"corroborating_profiles",
"crawlability",
"buyer_faq",
"first_party_evidence",
"machine_summary"
]
},
"title": {
"type": "string"
},
"status": {
"type": "string",
"enum": [
"partial",
"missing"
]
},
"impactWeight": {
"type": "integer",
"minimum": 0,
"maximum": 100
},
"action": {
"type": "string"
},
"verification": {
"type": "string"
}
},
"required": [
"signal",
"title",
"status",
"impactWeight",
"action",
"verification"
],
"additionalProperties": false
}
},
"verificationNeeded": {
"maxItems": 10,
"type": "array",
"items": {
"type": "object",
"properties": {
"signal": {
"type": "string",
"enum": [
"business_identity",
"service_location",
"page_description",
"contact_details",
"structured_data",
"corroborating_profiles",
"crawlability",
"buyer_faq",
"first_party_evidence",
"machine_summary"
]
},
"title": {
"type": "string"
},
"verification": {
"type": "string"
}
},
"required": [
"signal",
"title",
"verification"
],
"additionalProperties": false
}
},
"limitations": {
"minItems": 1,
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"scope",
"businessName",
"websiteUrl",
"readinessScore",
"assessment",
"evidenceCoveragePercent",
"evaluatedSignals",
"priorities",
"verificationNeeded",
"limitations"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢build_visibility_action_plan(businessName, goal, effortBudget, findings)
Prioritize fixes from caller-supplied findings using a deterministic rubric. This tool does not edit a website, contact third parties, persist data, or promise rankings or mentions.
Esquema de entrada
{
"type": "object",
"properties": {
"businessName": {
"type": "string",
"minLength": 2,
"maxLength": 120
},
"goal": {
"type": "string",
"enum": [
"improve_discovery_clarity",
"strengthen_citation_evidence",
"prepare_for_monitoring"
],
"description": "The outcome used to break ties in the deterministic priority rubric."
},
"effortBudget": {
"type": "string",
"enum": [
"lean",
"balanced",
"comprehensive"
],
"description": "Controls how many actions are returned and how they are phased."
},
"findings": {
"minItems": 1,
"maxItems": 10,
"type": "array",
"items": {
"type": "object",
"properties": {
"signal": {
"type": "string",
"enum": [
"business_identity",
"service_location",
"page_description",
"contact_details",
"structured_data",
"corroborating_profiles",
"crawlability",
"buyer_faq",
"first_party_evidence",
"machine_summary"
],
"description": "The discovery-readiness signal being assessed."
},
"status": {
"type": "string",
"enum": [
"present",
"partial",
"missing",
"unknown"
],
"description": "Observed status. Use unknown when the caller has no evidence."
},
"evidence": {
"type": "string",
"minLength": 3,
"maxLength": 500,
"description": "Concise caller-supplied evidence supporting the stated status."
}
},
"required": [
"signal",
"status"
],
"additionalProperties": false
},
"description": "Caller-supplied findings. Present findings are acknowledged but do not create actions."
}
},
"required": [
"businessName",
"goal",
"effortBudget",
"findings"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}Esquema de salida
{
"type": "object",
"properties": {
"scope": {
"type": "string",
"const": "caller_supplied_findings_only"
},
"businessName": {
"type": "string"
},
"goal": {
"type": "string",
"enum": [
"improve_discovery_clarity",
"strengthen_citation_evidence",
"prepare_for_monitoring"
]
},
"goalLabel": {
"type": "string"
},
"effortBudget": {
"type": "string",
"enum": [
"lean",
"balanced",
"comprehensive"
]
},
"actions": {
"maxItems": 10,
"type": "array",
"items": {
"type": "object",
"properties": {
"rank": {
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 9007199254740991
},
"phase": {
"type": "string",
"enum": [
"now",
"next",
"later"
]
},
"signal": {
"type": "string",
"enum": [
"business_identity",
"service_location",
"page_description",
"contact_details",
"structured_data",
"corroborating_profiles",
"crawlability",
"buyer_faq",
"first_party_evidence",
"machine_summary"
]
},
"title": {
"type": "string"
},
"status": {
"type": "string",
"enum": [
"partial",
"missing",
"unknown"
]
},
"effort": {
"type": "string",
"enum": [
"low",
"medium",
"high"
]
},
"priorityScore": {
"type": "number",
"minimum": 0
},
"suppliedEvidence": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"action": {
"type": "string"
},
"verification": {
"type": "string"
}
},
"required": [
"rank",
"phase",
"signal",
"title",
"status",
"effort",
"priorityScore",
"suppliedEvidence",
"action",
"verification"
],
"additionalProperties": false
}
},
"omittedActionCount": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"excludedPresentSignals": {
"type": "array",
"items": {
"type": "string",
"enum": [
"business_identity",
"service_location",
"page_description",
"contact_details",
"structured_data",
"corroborating_profiles",
"crawlability",
"buyer_faq",
"first_party_evidence",
"machine_summary"
]
}
},
"limitations": {
"minItems": 1,
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"scope",
"businessName",
"goal",
"goalLabel",
"effortBudget",
"actions",
"omittedActionCount",
"excludedPresentSignals",
"limitations"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢summarize_scan_evidence(businessName, observations)
Calculate mention and business-citation rates from caller-supplied captures. This tool does not call AI providers, fetch URLs, persist data, or establish current inclusion beyond the supplied observations.
Esquema de entrada
{
"type": "object",
"properties": {
"businessName": {
"type": "string",
"minLength": 2,
"maxLength": 120
},
"observations": {
"minItems": 1,
"maxItems": 50,
"type": "array",
"items": {
"anyOf": [
{
"type": "object",
"properties": {
"sourceLabel": {
"type": "string",
"minLength": 1,
"maxLength": 80,
"description": "Caller-supplied label for the model, product, or source."
},
"surfaceType": {
"type": "string",
"enum": [
"model_api_capture",
"consumer_app_capture",
"search_ai_capture",
"other"
],
"description": "How the caller obtained this capture."
},
"prompt": {
"type": "string",
"minLength": 3,
"maxLength": 1000
},
"observedAt": {
"type": "string",
"format": "date-time",
"pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
"description": "ISO 8601 timestamp for the supplied capture."
},
"status": {
"type": "string",
"const": "completed"
},
"businessMentioned": {
"type": "boolean"
},
"businessCitationUrls": {
"default": [],
"description": "URLs that the caller identified as citations specifically for the named business.",
"maxItems": 10,
"type": "array",
"items": {
"type": "string",
"maxLength": 2048,
"format": "uri"
}
},
"position": {
"type": "integer",
"minimum": 1,
"maximum": 100
},
"sentiment": {
"type": "string",
"enum": [
"positive",
"neutral",
"negative",
"mixed",
"not_scored"
]
}
},
"required": [
"sourceLabel",
"surfaceType",
"prompt",
"observedAt",
"status",
"businessMentioned"
],
"additionalProperties": false
},
{
"type": "object",
"properties": {
"sourceLabel": {
"type": "string",
"minLength": 1,
"maxLength": 80,
"description": "Caller-supplied label for the model, product, or source."
},
"surfaceType": {
"type": "string",
"enum": [
"model_api_capture",
"consumer_app_capture",
"search_ai_capture",
"other"
],
"description": "How the caller obtained this capture."
},
"prompt": {
"type": "string",
"minLength": 3,
"maxLength": 1000
},
"observedAt": {
"type": "string",
"format": "date-time",
"pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
"description": "ISO 8601 timestamp for the supplied capture."
},
"status": {
"type": "string",
"enum": [
"error",
"skipped"
]
},
"reason": {
"type": "string",
"minLength": 3,
"maxLength": 500
}
},
"required": [
"sourceLabel",
"surfaceType",
"prompt",
"observedAt",
"status",
"reason"
],
"additionalProperties": false
}
]
},
"description": "Point-in-time captures supplied by the caller. The tool will not obtain new captures."
}
},
"required": [
"businessName",
"observations"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}Esquema de salida
{
"type": "object",
"properties": {
"scope": {
"type": "string",
"const": "caller_supplied_captures_only"
},
"businessName": {
"type": "string"
},
"establishesLiveInclusion": {
"type": "boolean",
"const": false
},
"observationCount": {
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 9007199254740991
},
"completedCount": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"unavailableCount": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"mentionCount": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"businessCitationCount": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"mentionRatePercent": {
"anyOf": [
{
"type": "number",
"minimum": 0,
"maximum": 100
},
{
"type": "null"
}
]
},
"businessCitationRatePercent": {
"anyOf": [
{
"type": "number",
"minimum": 0,
"maximum": 100
},
{
"type": "null"
}
]
},
"observedAtRange": {
"anyOf": [
{
"type": "object",
"properties": {
"earliest": {
"type": "string"
},
"latest": {
"type": "string"
}
},
"required": [
"earliest",
"latest"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"uniqueBusinessCitationHosts": {
"type": "array",
"items": {
"type": "string"
}
},
"sentimentBreakdown": {
"type": "object",
"properties": {
"positive": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"neutral": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"negative": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"mixed": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"notScored": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
}
},
"required": [
"positive",
"neutral",
"negative",
"mixed",
"notScored"
],
"additionalProperties": false
},
"bySource": {
"type": "array",
"items": {
"type": "object",
"properties": {
"sourceLabel": {
"type": "string"
},
"completedCount": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"unavailableCount": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"mentionCount": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"businessCitationCount": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"mentionRatePercent": {
"anyOf": [
{
"type": "number",
"minimum": 0,
"maximum": 100
},
{
"type": "null"
}
]
},
"businessCitationRatePercent": {
"anyOf": [
{
"type": "number",
"minimum": 0,
"maximum": 100
},
{
"type": "null"
}
]
}
},
"required": [
"sourceLabel",
"completedCount",
"unavailableCount",
"mentionCount",
"businessCitationCount",
"mentionRatePercent",
"businessCitationRatePercent"
],
"additionalProperties": false
}
},
"unavailable": {
"type": "array",
"items": {
"type": "object",
"properties": {
"sourceLabel": {
"type": "string"
},
"surfaceType": {
"type": "string",
"enum": [
"model_api_capture",
"consumer_app_capture",
"search_ai_capture",
"other"
]
},
"prompt": {
"type": "string"
},
"observedAt": {
"type": "string"
},
"status": {
"type": "string",
"enum": [
"error",
"skipped"
]
},
"reason": {
"type": "string"
}
},
"required": [
"sourceLabel",
"surfaceType",
"prompt",
"observedAt",
"status",
"reason"
],
"additionalProperties": false
}
},
"evidenceStatements": {
"minItems": 1,
"type": "array",
"items": {
"type": "string"
}
},
"limitations": {
"minItems": 1,
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"scope",
"businessName",
"establishesLiveInclusion",
"observationCount",
"completedCount",
"unavailableCount",
"mentionCount",
"businessCitationCount",
"mentionRatePercent",
"businessCitationRatePercent",
"observedAtRange",
"uniqueBusinessCitationHosts",
"sentimentBreakdown",
"bySource",
"unavailable",
"evidenceStatements",
"limitations"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}Prompts recomendados
analyze_discovery_readinessanalyze_discovery_readinessEjemplos de llamadas registradas
summarize_scan_evidenceParámetros de entrada
{
"businessName": "example-1",
"observations": [
"item1",
"item2"
]
}Resultado de salida
{
"result": {
"content": [
{
"type": "text",
"text": "MCP error -32602: Input validation error: Invalid arguments for tool summarize_scan_evidence: Invalid input at observations[0]\nInvalid input at observations[1]"
}
],
"isError": true
},
"durationMs": 134
}Comunidad
Evidencia