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LangChain

Finance Toolkit for LangChain

io.github.jerbouma/financetoolkit

200+ transparent financial metrics calculated from raw statements, not third-party endpoints.

client:LangChain transport:streamable-http runtime:pypi

Install Finance Toolkit in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

Finance Toolkit in other clients