LLM Audit is a remote MCP server that gives an AI agent 2 tools, among them get_visibility_check, start_visibility_check. It answers at https://mcp.llmaudit.app/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 10 of 10 times since 4 September 2026; the last check, on 17 October 2026, succeeded.
Measure whether AI assistants actually recommend a brand, from measured answers.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
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 br Inputs: runId |
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 measu Inputs: brand, website, category, competitors, location, language |
Every block below points at https://mcp.llmaudit.app/mcp. Pick your client and copy.
claude mcp add --transport http llm-audit https://mcp.llmaudit.app/mcp
{
"mcpServers": {
"llm-audit": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://mcp.llmaudit.app/mcp"]
}
}
}{
"mcpServers": {
"llm-audit": {
"url": "https://mcp.llmaudit.app/mcp"
}
}
}{
"servers": {
"llm-audit": {
"type": "http",
"url": "https://mcp.llmaudit.app/mcp"
}
}
}{
"context_servers": {
"llm-audit": {
"url": "https://mcp.llmaudit.app/mcp"
}
}
}{
"mcpServers": {
"llm-audit": {
"serverUrl": "https://mcp.llmaudit.app/mcp"
}
}
}{
"mcpServers": {
"llm-audit": {
"url": "https://mcp.llmaudit.app/mcp"
}
}
}name: LLM Audit
version: 0.0.1
schema: v1
mcpServers:
- name: LLM Audit
type: streamable-http
url: https://mcp.llmaudit.app/mcp{
"mcpServers": {
"llm-audit": {
"httpUrl": "https://mcp.llmaudit.app/mcp"
}
}
}{
"mcpServers": {
"llm-audit": {
"type": "http",
"url": "https://mcp.llmaudit.app/mcp"
}
}
}{
"mcpServers": {
"llm-audit": {
"url": "https://mcp.llmaudit.app/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fmcp.llmaudit.app%2Fmcp&type=streamable_http&id=llm-audit&name=LLM%20Audit
It answered our last check on 17 October 2026 in 326 ms. Over 10 checks since 4 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by llmaudit.app and served from mcp.llmaudit.app, the vendor's own domain: https://mcp.llmaudit.app/mcp.
2, as returned by the server's own tools/list on 9 September 2026: get_visibility_check, start_visibility_check.
It answered our last check on 17 October 2026 in 326 ms. Over 10 checks since 4 September 2026 it answered 10.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mcp.llmaudit.app/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: app.llmaudit. Endpoint host: mcp.llmaudit.app. ARD identifier: urn:air:app.llmaudit:mcp:llmaudit.
First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.