Apache Spark History

Transform your Spark infrastructure monitoring with AI! This Model Context Protocol (MCP) server bridges AI agents with your existing Apache Spark infrastructure, allowing them to analyze job performance, identify bottlenecks, and provide intelligent insights from your Spark History Server data. It enables natural language queries for job details, performance metric analysis across applications, comparison of multiple jobs to identify regressions, investigation of failures with detailed error analysis, and generation of insights from historical execution data.