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LangChain

fitfly engine for LangChain

io.github.dropflyai/fitfly-engine

Deterministic fitness coaching engine: adaptive programs, progression math, readiness autoregulation

client:LangChain transport:streamable-http tools:10

Install fitfly engine in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "fitfly-engine": {
            "transport": "streamable_http",
            "url": "https://workout-engine-production-5dd7.up.railway.app/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

fitfly engine in other clients