servers / llm-audit

LLM Audit MCP server

communitystreamable_httpremoteverifiedhealthy

Measure whether AI assistants actually recommend a brand, from measured answers.


01Tools · 2

How to read this: tool names here are observed from a live tools/list handshake. The Risk label is a heuristic inferred from the tool name (write/destructive verbs), not from executing the tool — a conservative guess, not a verified capability. We never escalate risk from a description. Found one that's wrong? Tell us — we fix on report.

ToolRiskSide effectsApproval
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, how many of the buyer questions the brand won, which competitors were named instead, and which providers actually answered.
readfalseunknown
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 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.
readfalseunknown

02Install & source
https://mcp.llmaudit.app/mcp
remote_url

05Provenance & freshness
sourcesOfficial MCP Registry [p1]
last_checked2026-08-27 14:48Z
next_check2026-08-28 19:27Z
cadenceevery 29h
verifiedtools_list:passed handshake:passed metadata:passed tools_list:passed handshake:passed metadata:passed
index_statusindex7 unique facts >= 5

06Badge

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LLM Audit MCP server — MCPExplorer