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LangChain

universalbench for LangChain

io.github.nikhilgogulwar/universalbench

Run code, query databases, call any LLM, and commit to GitHub from your AI, safely. Free tier.

client:LangChain transport:streamable-http

Install universalbench in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "universalbench": {
            "transport": "streamable_http",
            "url": "https://universalbench-mcp.penantiaglobal.workers.dev/u/{api_key}",
        }
})

tools = await client.get_tools()

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

universalbench in other clients