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LangChain

QQQ AI Visibility Checker for LangChain

ee.qqq/ai-visibility

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

client:LangChain transport:streamable-http tools:3

Install QQQ AI Visibility Checker in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "ai-visibility": {
            "transport": "streamable_http",
            "url": "https://qqq.ee/mcp",
        }
})

tools = await client.get_tools()

get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs

What LangChain can do once it is connected

QQQ AI Visibility Checker in other clients