MCP Apache Spark History Server - MCP App for ChatGPT, Claude & AI Assistants | MCP App Store

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MCP Apache Spark History Server

Name: MCP Apache Spark History Server
Availability: InStock
Author: kubeflow

by kubeflow

Analyze Spark job performance, identify bottlenecks, and investigate failures via AI agents.

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Works in:ChatGPT

Exposes:Tools

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What it does

Bridges AI agents with Apache Spark infrastructure, enabling natural language querying of historical job execution data, resource usage, and SQL performance.

Tools

list_applications: Retrieve available Spark applications with filters.
get_job_bottlenecks: Identify performance bottlenecks with actionable recommendations.
compare_job_performance: Compare metrics between two Spark jobs for regression detection.
list_slowest_sql_queries: Find top slowest SQL queries with execution metrics.
get_resource_usage_timeline: View chronological resource allocation patterns.

Installation

Add the following to your claude_desktop_config.json:

{
  "mcpServers": {
    "spark-history": {
      "command": "uvx",
      "args": ["--from", "mcp-apache-spark-history-server", "spark-mcp"]
    }
  }
}

Supported hosts

Confirmed support for Claude Desktop, Amazon Q CLI, and LangGraph.

Quick install

uvx --from mcp-apache-spark-history-server spark-mcp

Information

Pricing: free
Published: 4/19/2026
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Related Apps

Choose your AI client and follow the steps below.

ChatGPT

Requires HTTP transport; use the provided streamable-http port 18888 via ngrok or hosted instance.

Claude Desktop

{"mcpServers": {"spark-history": {"command": "uvx", "args": ["--from", "mcp-apache-spark-history-server", "spark-mcp"]}}}