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Lightning · AI Visibility Data for LangChain

com.lightningeo/ai-visibility-data

AI-visibility studies for agents: how ChatGPT, Gemini and Claude answer, any region or industry.

client:LangChain transport:streamable-http tools:6

Install Lightning · AI Visibility Data in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "ai-visibility-data": {
            "transport": "streamable_http",
            "url": "https://api.lightningeo.com/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

Lightning · AI Visibility Data in other clients