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dataproc — Agent Skill

by gemini-cli-extensions · Updated

Manage Dataproc clusters and jobs.

At a glance

dataproc is an Agent Skill by gemini-cli-extensions in the Data & Analysis category. In Claude Code it installs with `/plugin install dataproc@claude-plugins-official` after adding the anthropics/claude-plugins-official marketplace; other assistants use its SKILL.md instructions as rules. Its source repository has 1 GitHub stars (as of Oct 28, 2026).

Source 1GitHub stars

How to install dataproc in your AI client

Setup for Claude Code, Claude Desktop, Cursor, Codex, Windsurf, Cline and VS Code — copy-paste ready.

How to install dataproc in Claude CodeAnthropic's agentic CLI

  1. Add the marketplace

    claude
    /plugin marketplace add anthropics/claude-plugins-official

  2. Install the skill

    claude
    /plugin install dataproc@claude-plugins-official

  3. Use it

    These are slash commands for a Claude Code session, not your shell. Claude auto-invokes the skill when your request matches its description — or type its slash command if it exposes one.

Documentation

Full README

Dataproc

[!NOTE] Currently in beta (pre-v1.0), and may see breaking changes until the first stable release (v1.0).

This repository packages MCP Toolbox's prebuilt dataproc server as a plugin/extension to interact with Dataproc clusters and jobs. It can be used with various AI agents, including Antigravity, Claude Code and Codex, to manage your clusters, monitor jobs, and troubleshoot issues using natural language prompts.

[!IMPORTANT] We Want Your Feedback! Please share your thoughts with us by filling out our feedback [form][form]. Your input is invaluable and helps us improve the project for everyone.

[form]: https://docs.google.com/forms/d/e/1FAIpQLSfEGmLR46iipyNTgwTmIDJqzkAwDPXxbocpXpUbHXydiN1RTw/viewform?usp=pp_url&entry.157487=dataproc

Table of Contents

  • Why Use Dataproc?
  • Prerequisites
  • Getting Started
  • Configuration
  • Installation & Usage
  • Antigravity
  • Claude Code
  • Codex
  • Installing via a compatible Agent Plugins client
  • Usage Examples
  • Available Tools
  • Generating Skills Instead
  • Troubleshooting

Why Use Dataproc?

  • Seamless Workflow: Integrates seamlessly into your AI agent's environment. No need to constantly switch contexts for common Dataproc tasks.
  • Natural Language Queries: Stop wrestling with complex gcloud commands. Manage your clusters and jobs by describing what you want in plain English.
  • Full Lifecycle Control: Manage the entire lifecycle of your Dataproc resources, from listing clusters to checking job statuses.

Prerequisites

Before you begin, ensure you have the following:

  • One of these AI agents installed
  • Antigravity
  • Antigravity CLI version v1.6.0 or higher
  • Antigravity 2.0 version v2.0.0 or higher.
  • Claude Code version v2.1.94 or higher.
  • Codex v0.117.0 or higher.
  • Node.js — the MCP server runs via npx.
  • A Google Cloud project with the Dataproc API enabled.
  • Ensure Application Default Credentials are available in your environment.
  • IAM Permissions:
  • Dataproc Viewer (roles/dataproc.viewer) or Dataproc Editor (roles/dataproc.editor)

Getting Started

Configuration

Excerpt — the full document is on GitHub.

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