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LangChain

FighterAPI for LangChain

io.github.noahowsh/fighterapi

UFC fights since 2000, plus PFL and Bellator: results, round stats, fighters and odds. REST and MCP.

client:LangChain transport:streamable-http tools:11

Install FighterAPI in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

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

FighterAPI in other clients