LLM Audit
Measure whether AI assistants actually recommend a brand, from measured answers.
Sollte ich dies verwenden
Qualität und Sicherheit
Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.
Kontextkosten
Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.
Installieren
Installation mit einem Klick
Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:
{
"mcpServers": {
"llmaudit": {
"command": "npx",
"args": [
"llmaudit-mcp"
]
}
}
}Ausführbare Pakete
0.1.0stdioRemote-Endpunkte
https://mcp.llmaudit.app/mcpstreamable-httpWas es kann
Tool-Inventar
Tools (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.
Eingabe-Schema
{
"type": "object",
"properties": {
"runId": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"type": "string",
"description": "From start_visibility_check"
}
},
"required": [
"runId"
]
}🟢start_visibility_check(brand, website, category, competitors, location, ...)
Measure whether a brand shows up when buyers ask AI assistants for a recommendation. Asks real buyer questions to OpenAI, Anthropic and Gemini and reports what they answered, not what they claim they would answer. Free, no signup, one measurement per domain every 30 days. Returns a runId: call get_visibility_check with it after about a minute. If the domain was already measured this month the response says quota_reached and includes when it ran.
Eingabe-Schema
{
"type": "object",
"properties": {
"brand": {
"$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"
]
}Community
Nachweis