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mcp/harbor
LangChain

AI Visibility for LangChain

com.aivisibilityskill/mcp

See how AI engines describe a product, find what to fix on its site, and verify the fix.

client:LangChain transport:streamable-http

Install AI Visibility in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "mcp": {
            "transport": "streamable_http",
            "url": "https://mcp.aivisibilityskill.com/mcp",
        }
})

tools = await client.get_tools()

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

AI Visibility in other clients

AI Visibility MCP server