Developer · Local MCP server

Sparkforensics MCP

MCP server for diagnosing Apache Spark event-log performance issues and comparing runs.

What the MCP Registry states

The entry as published to the official MCP Registry (read 2026-10-04), latest version.

Registry name
io.github.shuffle-works/sparkforensics-mcp
Version
0.1.0
Status
Active
Category
developer
Transport
stdio (local process)
Package
npm
Published
2026-09-06
Updated
2026-09-06
Publisher
shuffle-works (GitHub)
Repository
github.com/shuffle-works/sparkforensics
Source
Registry API entry

Packages

RegistryPackageVersionTransportEnvironment variables
npmsparkforensics-mcp0.1.0stdioNone declared

How to connect Sparkforensics MCP

Sparkforensics MCP runs locally from a Node.js package published to the npm registry: sparkforensics-mcp version 0.1.0. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Node.js; clients usually start it with npx — the usual command is npx -y sparkforensics-mcp@0.1.0.

In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):

{
  "mcpServers": {
    "sparkforensics-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "sparkforensics-mcp@0.1.0"
      ]
    }
  }
}

Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect

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