Koskamo

SparkForensics MCP

An MCP server that exposes tools for diagnosing, summarizing, and comparing Apache Spark job runs. It allows LLM agents to investigate performance anti-patterns such as skew, shuffle, spill, GC pressure, and stragglers by analyzing event logs locally or from a Spark History Server.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

SparkForensics MCP logo, by shuffle-worksCommunity listingLocal stdioSource reviewed; not executedPublished by shuffle-works
Vendor documentation

What you can do with it

  • Diagnose Spark job performance anti-patterns from event logs
  • Summarize run metrics and findings for an LLM agent
  • Compare two runs (A/B) to identify stage regressions
  • Check runs against budget thresholds via CLI integration

Source and maintenance

Community listingRegistry 0.1.0
mcp-registry: io.github.shuffle-works/sparkforensics-mcp@0.1.0Source repository
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

sparkforensics-mcp 0.1.0

npm
sparkforensics-mcp package definition
{
  "version": "0.1.0",
  "transport": "stdio",
  "identifier": "sparkforensics-mcp",
  "registryType": "npm"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "sparkforensics-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "sparkforensics-mcp@0.1.0"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "sparkforensics-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "sparkforensics-mcp@0.1.0"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "sparkforensics-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "sparkforensics-mcp@0.1.0"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "sparkforensics-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "sparkforensics-mcp@0.1.0"
      ]
    }
  }
}

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