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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.
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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
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.
This MCP server:
The server implements the Model Context Protocol specification to standardize cloud resource interactions for AI agents.
# Install globally
npm install -g alibabacloud-dataworks-mcp-server
# Or install locally in your project
npm install alibabacloud-dataworks-mcp-server
git clone https://github.com/aliyun/alibabacloud-dataworks-mcp-server
cd alibabacloud-dataworks-mcp-server
pnpm install
pnpm run build
pnpm run dev
If you installed via npm (Option 1):
{
"mcpServers": {
"alibabacloud-dataworks-mcp-server": {
"command": "npx",
"args": ["alibabacloud-dataworks-mcp-server"],
"env": {
"REGION": "your_dataworks_open_api_region_id_here",
"ALIBABA_CLOUD_ACCESS_KEY_ID": "your_alibaba_cloud_access_key_id",
"ALIBABA_CLOUD_ACCESS_KEY_SECRET": "your_alibaba_cloud_access_key_secret",
"TOOL_CATEGORIES": "optional_your_tool_categories_here_ex_UTILS",
"TOOL_NAMES": "optional_your_tool_names_here_ex_ListProjects"
},
"disabled": false,
"autoApprove": []
}
}
}
If you built from source (Option 2):
{
"mcpServers": {
"alibabacloud-dataworks-mcp-server": {
"command": "node",
"args": ["/path/to/alibabacloud-dataworks-mcp-server/build/index.js"],
"env": {
"REGION": "your_dataworks_open_api_region_id_here",
"ALIBABA_CLOUD_ACCESS_KEY_ID": "your_alibaba_cloud_access_key_id",
"ALIBABA_CLOUD_ACCESS_KEY_SECRET": "your_alibaba_cloud_access_key_secret",
"TOOL_CATEGORIES": "optional_your_tool_categories_here_ex_SERVER_IDE_DEFAULT",
"TOOL_NAMES": "optional_your_tool_names_here_ex_ListProjects"
},
"disabled": false,
"autoApprove": []
}
}
}
init variables in your environment:
# DataWorks Configuration
REGION=your_dataworks_open_api_region_id_here
ALIBABA_CLOUD_ACCESS_KEY_ID=your_alibaba_cloud_access_key_id
ALIBABA_CLOUD_ACCESS_KEY_SECRET=your_alibaba_cloud_access_key_secret
TOOL_CATEGORIES=optional_your_tool_categories_here_ex_SERVER_IDE_DEFAULT
TOOL_NAMES=optional_your_tool_names_here_ex_ListProjects
alibabacloud-dataworks-mcp-server/
├── src/
│ ├── index.ts # Main entry point
├── package.json
└── tsconfig.json
The MCP server provides the following DataWorks tools:
See this link
If you encounter issues:
Key dependencies include:
Contributions are welcome! Please feel free to submit a Pull Request.
git checkout -b feature/amazing-feature)git commit -m 'Add some amazing feature')git push origin feature/amazing-feature)This project is licensed under the Apache 2.0 License.