Alibaba Cloud DataWorks + Windsurf Editor: Complete MCP Integration

Alibaba Cloud DataWorks is a MCP server that 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 Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly..

When integrated with Windsurf Editor, you can:

• List all DataWorks projects in the account
• Create new data processing workflows
• Configure and manage data source connections

This guide provides step-by-step instructions to set up Alibaba Cloud DataWorks in Windsurf Editor, including configuration, examples, and troubleshooting.

What You'll Achieve

After completing this setup:

• Alibaba Cloud DataWorks will be fully integrated and operational
• You can use Alibaba Cloud DataWorks tools directly in Windsurf Editor
• All Alibaba Cloud DataWorks capabilities will be available for your workflows
• Access to 6 different tools

Prerequisites

Before starting, ensure you have:

• Alibaba Cloud access key ID
• Alibaba Cloud access key secret
• Alibaba Cloud region
• Windsurf Editor installed and configured
• Compatible operating system (Desktop App)

Installation

Step 1: Install Alibaba Cloud DataWorks

Configuration

Step 2: Configure Windsurf Editor

1. Locate your configuration file:

   • Windows: %USERPROFILE%\.codeium\windsurf\mcp_config.json
   • macOS: ~/.codeium/windsurf/mcp_config.json
   • Linux: ~/.codeium/windsurf/mcp_config.json

2. Add server configuration:

{
  "mcpServers": {
    "alibaba-cloud-dataworks": {
      "command": "alibaba cloud dataworks",
      "args": []
    }
  }
}

Note: If Alibaba Cloud DataWorks requires environment variables, add them to the server configuration:
"env": {
  "ALIBABA_CLOUD_ACCESS_KEY_ID": "LTAI4G8vQZ2XxxxxxxxxxX",
        "ALIBABA_CLOUD_ACCESS_KEY_SECRET": "2vQZ2Xxxxxxxxxxxxxxxxxxxxxxxxxxxx",
        "ALIBABA_CLOUD_REGION": "cn-hangzhou",
        "DATAWORKS_PROJECT_ID": "12345"
}

3. Restart Windsurf Editor

Completely quit and restart Windsurf Editor to load the new configuration.

Examples

Once configured, you can use Alibaba Cloud DataWorks in Windsurf Editor:

Enterprise Data Pipeline Management

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Ask Windsurf Editor: "Create and schedule end-to-end data pipeline from CRM to analytics warehouse"

Expected Result: undefined

Multi-Source Data Integration

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Ask Windsurf Editor: "Set up data integration from ERP, CRM, and marketing automation systems"

Expected Result: undefined

Data Quality Monitoring

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Ask Windsurf Editor: "Set up data quality rules and monitoring for all critical tables"

Expected Result: undefined

Testing Your Setup

1. Launch Windsurf Editor
2. Verify Alibaba Cloud DataWorks is available in the tools list
3. Test basic Alibaba Cloud DataWorks functionality

Troubleshooting

Common Issues

Tools Not Appearing

Symptoms: Cascade does not see new tools, Hammer icon missing

Cause: Configuration syntax error or server failed to start.

Solution:

• Check the JSON configuration for syntax errors.
• Verify the command (e.g., npx, python) is in your system PATH.
• Check Windsurf logs for MCP connection errors.

Environment Variables

Symptoms: Authentication failed, Permission denied

Cause: Missing API keys in configuration.

Solution:

• Ensure env block is correctly defined inside the server config.
• Restart Windsurf after changing environment variables.

Alibaba Cloud DataWorks not appearing in Windsurf Editor

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

• Verify configuration syntax
• Check Alibaba Cloud DataWorks installation
• Restart Windsurf Editor
• Check logs for error messages

Next Steps

Now that Alibaba Cloud DataWorks is integrated with Windsurf Editor:

• Explore all Alibaba Cloud DataWorks capabilities through Windsurf Editor
• Check out other MCP servers that work with Windsurf Editor
• Join the MCP community for tips and support
• Consider contributing to Alibaba Cloud DataWorks development

Need Help?

• Search for Alibaba Cloud DataWorks documentation
• Check the Windsurf Editor MCP guide
• Join the MCP community discussions