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LangChain

Finance MCP for LangChain

io.github.aowang-ai/finance-mcp

Hosted MCP server for SEC, FRED, Polymarket, Deribit, OKX, and FMP.

client:LangChain transport:streamable-http tools:3

Install Finance MCP in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "finance-mcp": {
            "transport": "streamable_http",
            "url": "https://finance-mcp.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

Finance MCP in other clients