Is Mcp Apache Spark History Server safe to use?

Mcp Apache Spark History Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under Apache-2.0.

How do I install Mcp Apache Spark History Server?

Mcp Apache Spark History Server can be installed by cloning its GitHub repository and following the setup instructions in the README.

What can Mcp Apache Spark History Server do?

Mcp Apache Spark History Server provides 13 tools: list_applications, get_application, list_jobs, list_slowest_jobs, list_stages and 8 more. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Mcp Apache Spark History Server?

Mcp Apache Spark History Server is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.

Is Mcp Apache Spark History Server actively maintained?

Mcp Apache Spark History Server is actively maintained — last commit was 0 days ago. It has 171 GitHub stars.

Mcp Apache Spark History Server

Name: Mcp Apache Spark History Server
Author: kubeflow

by kubeflow

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

171 13 tools GitHub

No known CVEs

Apache-2.0 license

Actively maintained

Last commit 0d ago

Works with most clients

Transport: stdio

13 tools · ~767 tok

Grade B · 0.4% of 200K ctx

Edit this pageView history

Data DevOps

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "mcp-apache-spark-history-server": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/mcp-apache-spark-history-server)](https://mcppedia.org/s/mcp-apache-spark-history-server)

Read me

What Mcp Apache Spark History Server does

🤖 Connect AI agents to Apache Spark History Server for intelligent job analysis and performance monitoring

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

73/100across 5 weighted dimensions

How we score →

0255075100

−27

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Inventory

Tools (13)

Click any tool to inspect its schema.

~767 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Mcp Apache Spark History Server safe to use?: Mcp Apache Spark History Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under Apache-2.0.
How do I install Mcp Apache Spark History Server?: Mcp Apache Spark History Server can be installed by cloning its GitHub repository and following the setup instructions in the README.
What can Mcp Apache Spark History Server do?: Mcp Apache Spark History Server provides 13 tools: list_applications, get_application, list_jobs, list_slowest_jobs, list_stages and 8 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Mcp Apache Spark History Server?: Mcp Apache Spark History Server is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.
Is Mcp Apache Spark History Server actively maintained?: Mcp Apache Spark History Server is actively maintained — last commit was 0 days ago. It has 171 GitHub stars.

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Community

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Edit this pageView history

Data DevOps

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "mcp-apache-spark-history-server": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/mcp-apache-spark-history-server)](https://mcppedia.org/s/mcp-apache-spark-history-server)

Read me

What Mcp Apache Spark History Server does

🤖 Connect AI agents to Apache Spark History Server for intelligent job analysis and performance monitoring

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

README

Kubeflow Spark AI Toolkit

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

[!IMPORTANT]

✨ NEW — Spark History Server CLI is now available

A standalone Go binary that queries Spark History Server directly from your terminal — no MCP, no AI framework, no daemon process. Inspect jobs, compare runs, investigate failures, and script against the Spark REST API.

Get started with the SHS CLI →

This project provides two interfaces to your Spark History Server data:

	🛠️ SHS CLI (`shs`)	⚡ MCP Server
For	Engineers, shell scripts, CI/CD, coding agents	AI agents and MCP-compatible clients
Mental model	"I know the command I want to run"	"Agent, investigate this Spark app"
Install	Single static binary — no dependencies	Python 3.12+, uv
Get started	CLI docs →	MCP docs →

📺 See it in action:

🏗️ Architecture

graph TB
    subgraph Clients
        A[🤖 AI Agent / LLM]
        B[👩‍💻 Engineer / Script / CI]
        C[🔧 Coding Agent - Claude Code / Kiro]
    end

    subgraph "Kubeflow Spark AI Toolkit"
        D[⚡ MCP Server]
        E[🛠️ CLI - shs]
    end

    subgraph "Spark History Servers"
        F[🔥 Production]
        G[🔥 Staging / Dev]
    end

    A -->|MCP Protocol| D
    B -->|Terminal commands| E
    C -->|shs skill file| E

    D -->|REST API| F
    D -->|REST API| G
    E -->|REST API| F
    E -->|REST API| G

🛠️ SHS CLI (`shs`) — For Engineers & Scripts

A standalone Go binary — no MCP, no dependencies, no running daemon. Query your Spark History Server directly from the terminal, shell scripts, or CI/CD pipelines. Also works as a skill for coding agents like Claude Code and Kiro.

Install

# Auto-detect latest version, OS, and architecture
VERSION=$(curl -s https://api.github.com/repos/kubeflow/mcp-apache-spark-history-server/releases | grep -m1 '"tag_name": "cli/' | cut -d'"' -f4 | sed 's|cli/||')
OS=$(uname -s | tr '[:upper:]' '[:lower:]')
ARCH=$(uname -m)
[ "$ARCH" = "x86_64" ] && ARCH="amd64"
[ "$ARCH" = "aarch64" ] && ARCH="arm64"

curl -sSL "https://github.com/kubeflow/mcp-apache-spark-history-server/releases/download/cli%2F${VERSION}/shs-${VERSION}-${OS}-${ARCH}.tar.gz" | tar xz
sudo mv shs /usr/local/bin/

Quick Start

# Generate a config file
shs setup config > config.yaml   # then set your Spark History Server URL

# Explore applications
shs apps
shs jobs -a APP_ID --status failed
shs stages -a APP_ID --sort duration
shs compare apps --app-a APP1 --app-b APP2

# Use as a skill with Claude Code or Kiro
shs setup skill > ~/.claude/skills/spark-

... [View full README on GitHub](https://github.com/kubeflow/mcp-apache-spark-history-server#readme)

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

73/100across 5 weighted dimensions

How we score →

0255075100

−27

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Inventory

Tools (13)

Click any tool to inspect its schema.

~767 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Mcp Apache Spark History Server safe to use?: Mcp Apache Spark History Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under Apache-2.0.
How do I install Mcp Apache Spark History Server?: Mcp Apache Spark History Server can be installed by cloning its GitHub repository and following the setup instructions in the README.
What can Mcp Apache Spark History Server do?: Mcp Apache Spark History Server provides 13 tools: list_applications, get_application, list_jobs, list_slowest_jobs, list_stages and 8 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Mcp Apache Spark History Server?: Mcp Apache Spark History Server is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.
Is Mcp Apache Spark History Server actively maintained?: Mcp Apache Spark History Server is actively maintained — last commit was 0 days ago. It has 171 GitHub stars.

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MCP Security Weekly

Get CVE alerts and security updates for Mcp Apache Spark History Server and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Mcp Apache Spark History Server

Install in your client

What Mcp Apache Spark History Server does

Test This Server

Why this score

73/100across 5 weighted dimensions

Security

Tools (13)

Reviews

Frequently Asked Questions

Similar servers

Discussion

Mcp Apache Spark History Server

Install in your client

What Mcp Apache Spark History Server does

Test This Server

Kubeflow Spark AI Toolkit

✨ NEW — Spark History Server CLI is now available

🏗️ Architecture

🛠️ SHS CLI (shs) — For Engineers & Scripts

Install

Quick Start

Why this score

73/100across 5 weighted dimensions

Security

Tools (13)

Reviews

Frequently Asked Questions

Similar servers

Discussion

Kubeflow Spark AI Toolkit

✨ NEW — Spark History Server CLI is now available

🏗️ Architecture

🛠️ SHS CLI (shs) — For Engineers & Scripts

Install

Quick Start

🛠️ SHS CLI (`shs`) — For Engineers & Scripts

🛠️ SHS CLI (`shs`) — For Engineers & Scripts