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Free AI visibility check: can AI crawlers read a site, and do ChatGPT, Gemini, Perplexity cite it?
QQQ AI Visibility Checker is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 78/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding QQQ AI Visibility Checker to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
mcp add ee.qqq/ai-visibility https://qqq.ee/mcpReview the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-10-17T08:15:51.36578Z",
"publishedAt": "2026-10-17T08:15:51.36578Z",
"statusChangedAt": "2026-10-17T08:15:51.36578Z"
}
},
"server": {
"name": "ee.qqq/ai-visibility",
"icons": [
{
"src": "https://qqq.ee/qqq-icon-400.png",
"sizes": [
"400x400"
],
"mimeType": "image/png"
}
],
"title": "QQQ AI Visibility Checker",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://qqq.ee/mcp",
"type": "streamable-http"
}
],
"version": "1.1.0",
"repository": {
"url": "https://github.com/meelis545/qqq-ai-visibility-mcp",
"source": "github"
},
"websiteUrl": "https://qqq.ee/en/mcp-server/",
"description": "Free AI visibility check: can AI crawlers read a site, and do ChatGPT, Gemini, Perplexity cite it?"
}
}