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Fourward AI visibility tools for LangChain

com.fourwardhq/fourward

Score any website's AI search visibility out of 100 and see which of 20 AI crawlers can read it.

client:LangChain transport:streamable-http tools:2

Install Fourward AI visibility tools in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "fourward": {
            "transport": "streamable_http",
            "url": "https://www.fourwardhq.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

Fourward AI visibility tools in other clients