LLM Audit
Measure whether AI assistants actually recommend a brand, from measured answers.
¿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": {
"llmaudit": {
"command": "npx",
"args": [
"llmaudit-mcp"
]
}
}
}Paquetes ejecutables
0.1.0stdioPuntos de conexión remotos
https://mcp.llmaudit.app/mcpstreamable-httpQué puede hacer
Inventario de herramientas
Herramientas (2)
🟢get_visibility_check(runId)
Collect the result of a measurement started with start_visibility_check. Returns status running while the providers are still answering, so poll every 20 to 30 seconds. When ready it reports a verdict, how many of the buyer questions the brand won, which competitors were named instead, and which providers actually answered.
Esquema de entrada
{
"type": "object",
"properties": {
"runId": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"type": "string",
"description": "From start_visibility_check"
}
},
"required": [
"runId"
]
}🟢start_visibility_check(brand, website, category, competitors, location, ...)
Measure whether a brand shows up when buyers ask AI assistants for a recommendation. Asks real buyer questions to OpenAI, Anthropic and Gemini and reports what they answered, not what they claim they would answer. Free, no signup, one measurement per domain every 30 days. Returns a runId: call get_visibility_check with it after about a minute. If the domain was already measured this month the response says quota_reached and includes when it ran.
Esquema de entrada
{
"type": "object",
"properties": {
"brand": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"type": "string",
"minLength": 2,
"maxLength": 80,
"description": "Brand name as customers write it"
},
"website": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"type": "string",
"maxLength": 160,
"description": "Domain, like yourbrand.com"
},
"category": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"type": "string",
"minLength": 2,
"maxLength": 120,
"description": "What the business sells, in plain words"
},
"competitors": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"description": "Up to 5 real competitors, comma separated",
"type": "string",
"maxLength": 220
},
"location": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"description": "Where the business competes, like 'Cordoba, Argentina'",
"type": "string",
"maxLength": 80
},
"language": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"description": "Language the buyer questions are asked in",
"type": "string",
"enum": [
"en",
"es"
]
}
},
"required": [
"brand",
"website",
"category"
]
}Comunidad
Evidencia