LLM Audit

Ingested from the official MCP Registry

FastDrop pulled this entry from the official MCP Registry as app.llmaudit/llmaudit and probed the endpoint. The maker did not submit it, so the outbound link is not endorsed and the description is not theirs.

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Tools this endpoint exposes

Read directly from the endpoint on 24 Sept 2026. Not supplied by the maker.

• get_visibility_check

  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

• start_visibility_check

  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

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