Dataproc MCP Server

@dipseth

代码仓库

基本信息

分类

其他

许可证

MIT

传输方式

stdio

作者

dipseth

关于 Dataproc MCP Server

Private MCP Dataproc server repository

Dataproc MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "dataproc-mcp": {
      "command": "npx",
      "args": [
        "@dipseth/dataproc-mcp-server@latest"
      ]
    }
  }
}

Dataproc MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

点击上方按钮,在临时沙箱中运行此服务器并实时获取工具列表。

概览

What is Dataproc MCP Server?

A production-ready Model Context Protocol (MCP) server for Google Cloud Dataproc operations, featuring intelligent parameter injection, enterprise-grade security, and comprehensive tooling. Designed for seamless integration with Roo (VS Code) and also supports Claude.ai web app via HTTPS tunneling and OAuth.

How to use Dataproc MCP Server?

Add the server to your Roo MCP settings using the npx command, or install globally with npm install -g @dipseth/dataproc-mcp-server and run dataproc-mcp-server. For Claude.ai, start the server with HTTP and OAuth flags, then run a Cloudflare tunnel to expose it.

Key features of Dataproc MCP Server

22 production-ready MCP tools for Dataproc management.
Semantic search with optional Qdrant integration.
Response optimization: 60–96% token reduction.
Generic type conversion system for automatic transformations.
Enterprise security: input validation, rate limiting, audit logging.
Multi‑environment support with smart defaults.

Use cases of Dataproc MCP Server

Manage Dataproc clusters, jobs, and configurations from an AI assistant.
Submit Hive, Spark, PySpark, Presto jobs with reduced parameters.
Monitor job status and cluster analytics in real-time.
Semantically search cluster data and knowledge base.
Integrate with CI/CD pipelines for automated Dataproc operations.

常见问题

What dependencies does Dataproc MCP Server require?

Requires Node.js; optional Qdrant for semantic search and Cloudflare tunnel for Claude.ai integration.

How does authentication work?

Supports service account impersonation, direct service account key, application default credentials, and hybrid authentication with fallbacks.

Can Dataproc MCP Server be used with Claude.ai?

Yes, with full compatibility via HTTPS tunneling (Cloudflare) and OAuth authentication.

What are smart defaults?

Intelligent parameter injection reduces up to 80% of required parameters for Dataproc operations.

Is there automated testing?

Yes, the project maintains 90%+ test coverage with a comprehensive test suite.

其他分类下的更多 MCP 服务器

DeepMark

DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student — in a fraction of the time. What once took a week, now takes one free period.

Senso MCP for Joomla

sensomedia

Senso MCP turns a Joomla 5 or 6 site into a remote MCP server. It runs inside Joomla itself (no extra server, no Node.js bridge) and is secured with OAuth 2.1 and Joomla's own ACL. The free pack lets an AI assistant crea