LLM Audit
Measure whether AI assistants actually recommend a brand, from measured answers.
사용해야 할까요
품질 및 안전성
도구 정의와 프로토콜 준수에 대한 자동 분석을 기반으로 합니다.
컨텍스트 비용
이는 서버의 도구가 모델의 컨텍스트에 로드될 때마다 소비되는 대략적인 토큰 수입니다. 수치가 높을수록 다른 작업에 사용할 수 있는 주의가 줄어듭니다.
설치
원클릭 설치
`claude_desktop_config.json` 파일에 다음을 추가하세요:
{
"mcpServers": {
"llmaudit": {
"command": "npx",
"args": [
"llmaudit-mcp"
]
}
}
}실행 가능한 패키지
0.1.0stdio원격 엔드포인트
https://mcp.llmaudit.app/mcpstreamable-http할 수 있는 일
도구 목록
도구 (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.
입력 스키마
{
"type": "object",
"properties": {
"runId": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"type": "string",
"description": "From start_visibility_check"
}
},
"required": [
"runId"
]
}🟢start_visibility_check(brand, website, category, competitors, location, ...)
Measure whether a brand shows up when buyers ask AI assistants for a recommendation. Asks real buyer questions to OpenAI, Anthropic and Gemini and reports what they answered, not what they claim they would answer. Free, no signup, one measurement per domain every 30 days. Returns a runId: call get_visibility_check with it after about a minute. If the domain was already measured this month the response says quota_reached and includes when it ran.
입력 스키마
{
"type": "object",
"properties": {
"brand": {
"$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"
]
}커뮤니티
증거