# MCP Apache Spark History Server (MCP server)

> MCP Apache Spark History Server is an MCP server that adds cloud and DevOps tools to AI assistants such as Claude Desktop, Claude Code and Cursor. MCP Server and CLI for Apache Spark History Server. It has 203 GitHub stars, is released under the Apache-2.0 license and runs locally with uvx mcp-apache-spark-history-server.

Connect AI agents and engineers to Apache Spark History Server for intelligent job analysis, performance monitoring, and investigation

## Key facts

| Fact | Value |
|---|---|
| Repository | https://github.com/kubeflow/mcp-apache-spark-history-server |
| GitHub stars | 203 |
| License | Apache-2.0 |
| Language | Python |
| Transport | stdio |
| Packages | pypi: mcp-apache-spark-history-server |
| Remote URL | none |
| Needs API key | no |
| Official | yes |
| Works with | Claude Desktop, Claude Code, Cursor, VS Code |
| Category | Cloud & DevOps |
| Latest release | v1.0.1 (Aug 21, 2026) |
| Last commit | Sep 22, 2026 |

## Install

### Claude Desktop (claude_desktop_config.json)

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

Settings > Developer > Edit Config. macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\. Restart Claude Desktop afterwards.

### Claude Code

```sh
claude mcp add --transport stdio mcp-apache-spark-history-server -- uvx mcp-apache-spark-history-server
```

### Cursor (.cursor/mcp.json)

```json
{
  "mcpServers": {
    "mcp-apache-spark-history-server": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "mcp-apache-spark-history-server"
      ]
    }
  }
}
```

Project file; use ~/.cursor/mcp.json to enable it in every project.

### VS Code (.vscode/mcp.json)

```json
{
  "servers": {
    "mcp-apache-spark-history-server": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "mcp-apache-spark-history-server"
      ]
    }
  }
}
```

Config formats checked against the official docs on 2026-10-07.

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