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Predictive Maintenance for LangChain

io.github.lgdimaggio/predictive-maintenance-mcp

Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection

client:LangChain transport:stdio runtime:pypi

Install Predictive Maintenance in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "predictive-maintenance-mcp": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["predictive-maintenance-mcp"],
        }
})

tools = await client.get_tools()

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

Predictive Maintenance in other clients