AI / MLPython

mcp-apache-spark-history-server

This MCP server connects AI agents to the Apache Spark History Server for intelligent job analysis and performance monitoring.

Free

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Apache SparkAIMCP

The Spark History Server MCP bridges AI agents with your existing Apache Spark infrastructure, enabling users to query job details through natural language and analyze performance metrics across applications. It allows for the comparison of multiple jobs to identify regressions and investigates failures with detailed error analysis, generating insights from historical execution data.

Compatible with

Claude DesktopCursor

Install

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "mcp-apache-spark-history-server": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-apache-spark-history-server"
      ]
    }
  }
}

Config File Location

Mac: ~/Library/Application Support/Claude/claude_desktop_config.json

Windows: %APPDATA%\Claude\claude_desktop_config.json

Linux: ~/.config/claude/claude_desktop_config.json

Some servers require additional setup - check the GitHub README for specific instructions.

Permissions

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