Try DataWorks Agent
以下摘录自该仓库的 README(片段) · 在 GitHub 读完整 README →
Want a ready-to-use AI experience for DataWorks without manual MCP setup?
**DataWorks Agent** is Alibaba Cloud's built-in intelligent assistant for data development and operations. It connects to your DataWorks workspace out of the box, so you can use natural language to explore metadata, develop nodes, troubleshoot tasks, and manage resources—no local MCP server configuration required.
| | DataWorks Agent | This MCP Server |
|---|---|---|
| **Best for** | Quick start in the DataWorks console | Custom AI clients (Cursor, Cline, etc.) |
| **Setup** | Open and use in browser | Install, configure AK, and connect MCP |
| **Integration** | Native DataWorks experience | Open API via MCP protocol |
👉 **Get started:** https://dataworks.data.alibabacloud.com/product/agent?source=github
DataWorks MCP Server
A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly.
If you prefer embedding DataWorks capabilities into your own AI workflow or IDE, follow the installation guide below.
Overview
This MCP server:
* Interact with DataWorks Open API
* Manage DataWorks resources
The server implements the Model Context Protocol specification to standardize cloud resource interactions for AI agents.
Prerequisites
* Node.js (v16 or higher)
* pnpm (recommended), npm, or yarn
* DataWorks Open API with access key and secret key
Installation
Option 1: Install from npm (recommend for clients like Cursor/Cline)
Option 2: Build from Source (for developers)
1. Clone this repository:
2. Install dependencies (pnpm is recommended, npm is supported):
3. Build the project:
4. Development the project (by @modelcontextprotocol/inspector):
open http://localhost:5173
Configuration
MCP Server Configuration
If you installed via npm (Option 1):
If you built from source (Option 2):
Environment Setup
init variables in your environment:
Configuration Description
- Use Guide Description Link
Project Structure
Available Tools
The MCP server provides the following DataWorks tools:
See this link
Security Considerations
* Keep your private key secure and never share it
* Use environment variables for sensitive information
* Regularly monitor and audit AI agent activities
Troubleshooting
If you encounter issues:
1. Verify your Aliyun Open API access key and secret key are correct