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mcp/harbor
LangChain

sparkforensics mcp for LangChain

io.github.shuffle-works/sparkforensics-mcp

MCP server for diagnosing Apache Spark event-log performance issues and comparing runs.

client:LangChain transport:stdio runtime:npm

Install sparkforensics mcp in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "sparkforensics-mcp": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "sparkforensics-mcp"],
        }
})

tools = await client.get_tools()

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

sparkforensics mcp in other clients

sparkforensics mcp MCP server