How do I connect an AI agent to QQQ AI Visibility Checker?

Use the MCP streamable HTTP endpoint https://qqq.ee/mcp.

Catalog › ee.qqq/ai-visibility

Is QQQ AI Visibility Checker reliable?

Q: What are reliable alternatives to QQQ AI Visibility Checker?

Measured by Faceabot as working: AI Visibility Audit — Can AI crawlers read and cite your site?, RankRoot: AI visibility audit, Site Check.

Reliable (measured) Yes. Faceabot measured QQQ AI Visibility Checker 6 times: 100% of checks succeeded, including the last 6 in a row (last check 2026-10-19 11:35 UTC). It also does the job: its real read-only task worked 6 of 6 times.

Last check: 2026-10-19 11:35 UTC · answered in 6176 ms · remote (no install)

En français : Fiable (mesuré). Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Free AI visibility check: can AI crawlers read a site, and do ChatGPT, Gemini, Perplexity cite it?

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.1.0 · publisher website

Connect your agent

{
  "mcpServers": {
    "ai-visibility": {
      "url": "https://qqq.ee/mcp"
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"ee.qqq/ai-visibility"} on https://faceabot.com/api/mcp.

Does it actually do the job?

Does the job (tested) — Faceabot asked get_tool_info to do a small read-only task 6 time(s): 6 returned a real result, the last 6 in a row. Last result: ok in 2704 ms.

Sample input: {}. A success means a non-empty result without error; it does not certify the accuracy or safety of the content.

Other proven tools for the same job

AI Visibility Audit — Can AI crawlers read and cite your site? Reliable (measured) · 100%
One-call audit: robots.txt AI-bot rules, llms.txt, JSON-LD, meta tags, sitemap. Score plus fixes. · https://ai-visibility.rowb.app/mcp

RankRoot: AI visibility audit Flaky · 88%
Audit a site's visibility to ChatGPT, Perplexity, Claude and AI agents. Generates llms.txt. · https://getrankroot.com/api/mcp

Site Check Reliable (measured) · 100%
Look at what your website or online store tells crawlers, link previews and AI agents. · https://sitecheck.openkrill.app/mcp

Picked from Faceabot's live measurements. Or let Faceabot choose: GET https://faceabot.com/resolve?need=…

Faceabot measurements

When	Answers	Real task	Latency
2026-10-19 11:35 UTC	✅ ok	✅ done	6176 ms
2026-10-18 19:05 UTC	✅ ok	✅ done	5936 ms
2026-10-18 06:35 UTC	✅ ok	✅ done	6220 ms
2026-10-17 22:45 UTC	✅ ok	✅ done	5188 ms
2026-10-17 14:35 UTC	✅ ok	✅ done	5413 ms
2026-10-17 06:30 UTC	✅ ok	✅ done	6570 ms

Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

Publisher of QQQ AI Visibility Checker?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/ee.qqq/ai-visibility.svg)](https://faceabot.com/tools/ee.qqq/ai-visibility)

Data in JSON: /api/catalog?id=ee.qqq/ai-visibility · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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