@Meelis Vill
Basic information
Transport
streamable-http
Authentication
None
Category
Data & Analytics
Author
Meelis Vill
Submitted by
Meelis
Connect the free QQQ AI Visibility Checker to Claude, ChatGPT, Cursor or VS Code: a public MCP server at https://qqq.ee/mcp, no API key, two read-only tools.
https://qqq.ee/mcpclaude mcp add qqq-ai-visibility-checker --transport http https://qqq.ee/mcpFree AI visibility and GEO (generative engine optimization) check for a company website by QQQ (qqq.ee). Checks whether AI crawlers (GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot, Google-Extended ...) may read the site, plus robots.txt, sitemap, Organization structured data, indexability and llms.txt, and returns the latest public report of brand mentions and citations in ChatGPT, Gemini and Perplexity answers when the domain has been checked before. The full AI answer check (brand visibility in live AI answers) runs on qqq.ee: the result always includes a prefilled link. Limited to a few checks per day; read-only.
Returns the latest public AI visibility report of a domain from QQQ (qqq.ee), when someone has already run the full check on qqq.ee: report date, market and field, in how many search-grounded ChatGPT, Gemini, Perplexity and Claude answers the company was named, how often its own website was cited, a summary per AI engine, the questions asked, the cited source domains and short answer excerpts, plus the link to the report page. Reads the stored report only: no website is fetched, no AI model is asked and no new report is created. Without a report, says so and links the full check on qqq.ee. Read-only, no limit.
Describes the free QQQ AI Visibility Checker (qqq.ee): what it measures (brand mentions and website citations in ChatGPT, Gemini and Perplexity answers, AI crawler access, technical readiness for AI search / GEO), its limits, and the English and Estonian links to the web tool and full reports. No cost, no website is fetched.
The QQQ AI Visibility Checker remote MCP server is a hosted Model Context Protocol endpoint at https://qqq.ee/mcp, so AI assistants can connect to it without installing or running anything locally.
Add the endpoint https://qqq.ee/mcp to any MCP-compatible client such as Claude Code, Cursor, or VS Code. The setup snippets on this page configure each client in one step.
No. QQQ AI Visibility Checker's MCP server does not require authentication — you can connect directly with the endpoint URL.
QQQ AI Visibility Checker exposes a streamable-http endpoint, the transport used by remote MCP servers and supported by all major MCP clients.
Write, schedule and publish LinkedIn posts in your own voice, reply to comments and read your analytics, all from your AI assistant. Remote MCP server with OAuth sign-in.
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Marketing campaign and audience insights from Adobe
Convert web pages to clean Markdown and retrieval-ready chunks with browser rendering support.
One MCP connection for all your Gmail, Google Calendar, Drive and Contacts accounts, Slack workspaces and Notion — free.
Official 42min MCP server: let Claude, ChatGPT, Cursor or any MCP client manage your meeting scheduling. Check availability, find free slots, book, cancel and reschedule meetings, manage recurring series, secret booking
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