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LangChain

VNISH Global Operator for LangChain

io.github.vnish-global/vnish-global-operator

Read-only VNISH firmware metadata, Ninja guidance and input-based mining economics calculations.

client:LangChain transport:streamable-http tools:3

Install VNISH Global Operator in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "vnish-global-operator": {
            "transport": "streamable_http",
            "url": "https://vnish.global/ai/mcp/index.php",
        }
})

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

VNISH Global Operator in other clients