In real-time analytics news, AWS released Spark History Server MCP as open source. The new Model Context Protocol server helps AI assistants explore and analyze an organization’s existing Spark History Server data using natural language. Developed by AWS open source and Amazon SageMaker Data Processing teams, the tool turns complex debugging sessions into conversational interactions and works with self-managed or AWS-managed Spark servers whether in the cloud or on‑premises.
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