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LangChain

Firmograph for LangChain

io.github.apigrid-ch/firmograph

Public-record + domain-graph company lookup. Coverage block, explicit 404. x402 POST /v1/enrich.

client:LangChain transport:streamable-http tools:1

Install Firmograph in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "firmograph": {
            "transport": "streamable_http",
            "url": "https://firmograph.apigrid.ch/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

Firmograph in other clients