# mcp-apache-spark-history-server

> MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.

- **URL**: https://www.freshcrate.ai/projects/mcp-apache-spark-history-server
- **Author**: kubeflow
- **Category**: MCP Servers
- **Latest version**: `cli/v0.3.0` (2026-05-29)
- **License**: Apache-2.0
- **Source**: https://github.com/kubeflow/mcp-apache-spark-history-server
- **Language**: Python
- **GitHub**: 152 stars, 53 forks
- **Registry**: github (`kubeflow/mcp-apache-spark-history-server`)
- **Tags**: `apache-spark`, `big-data`, `data-processing`, `kubernetes`, `mcp`, `mcp-server`, `python`

## Description

MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.

## Recent releases

| Version | Date | Urgency | Changes |
| --- | --- | --- | --- |
| `cli/v0.3.0` | 2026-05-29 | High | ## What's Changed 63f3ea4 Update docs (#189) 0b037df feat(cli): add threaddump subcommand (#188) 847cafc docs(cli): document logs subcommand in README (#187) 7a1092c CLI: add `logs` subcommand for executor/task log URLs (#177) f43cfd6 fix(cli): Use platform-prefixed flags for troubleshoot command (#185) |
| `cli/v0.2.0` | 2026-05-13 | High | ## What's Changed 11ba3f4 fix(cli): Remove stale config reference from README (#182) ca1520a feat(cli): Add shs troubleshoot subcommand (#176) |
| `cli/v0.1.0` | 2026-04-28 | High | ## What's Changed 7cff895 docs: add SHS CLI launch banner and fix README accuracy for v1.0.0 (#174) 9762755 CLI: add config command with default config values (#173) 9fc6b84 add GitHub release for CLI (#170) 7bc07d2 CLI: Add utility commands and flags (#167) 8feb232 docs: Add SHS CLI announcement and update skills/cli README  (#169) ae72a6d CLI: add cli compare example (#168) 7d1a6f2 Add SHS CLI (#165) |
| `v0.1.5` | 2026-01-13 | Low | ## What's Changed * sync gh and pypi releases by @nabuskey in https://github.com/kubeflow/mcp-apache-spark-history-server/pull/114 * update q cli doc by @nabuskey in https://github.com/kubeflow/mcp-apache-spark-history-server/pull/115 * Make include_plan_description configurable by @zemin-piao in https://github.com/kubeflow/mcp-apache-spark-history-server/pull/118 * Mark executorMetricsDistributions.peakMemoryMetrics.quantiles Optional by @zemin-piao in https://github.com/kubeflow/mcp-apache-spa |
| `v0.1.0` | 2025-07-30 | Low | # 🚀 MCP Apache Spark History Server v0.1.0 Release  ## 🚀 Initial Release Highlights  We're excited to announce the first official release of the MCP Apache Spark History Server! This groundbreaking tool enables AI-powered debugging and optimization of Apache Spark jobs through natural language interactions.  ### 🤖 AI Integration • Claude Desktop Integration - Seamless AI-powered Spark job analysis • Amazon Q CLI Support - Native AWS AI assistant integration • LangGraph Example with O |

## Citation

- HTML: https://www.freshcrate.ai/projects/mcp-apache-spark-history-server
- Markdown: https://www.freshcrate.ai/projects/mcp-apache-spark-history-server.md
- Dependencies JSON: https://www.freshcrate.ai/api/projects/mcp-apache-spark-history-server/deps

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