Alibaba Cloud DataWorks MCP Server

Official MCP server from Alibaba Cloud (aliyun org) for DataWorks — Alibaba's enterprise big data development and governance platform. Enables AI agents to manage DataWorks projects, workflows, data pipelines, and ETL jobs programmatically through Alibaba Cloud's DataWorks API.

Evaluated Mar 06, 2026 (0d ago) vcurrent

Homepage ↗ Repo ↗ Other alibaba dataworks data-pipeline etl mcp-server official aliyun big-data

⚙ Agent Friendliness

/ 100

Can an agent use this?

🔒 Security

/ 100

Is it safe for agents?

⚡ Reliability

/ 100

Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality

Documentation

Error Messages

Auth Simplicity

Rate Limits

🔒 Security

TLS Enforcement

Auth Strength

Scope Granularity

Dep. Hygiene

Secret Handling

HTTPS to Alibaba Cloud. RAM roles for least privilege. Data in Alibaba Cloud regions. Official from aliyun org.

⚡ Reliability

Uptime/SLA

Version Stability

Breaking Changes

Error Recovery

Best When

An enterprise data engineering team on Alibaba Cloud wants AI agents to automate DataWorks pipeline management, monitoring, and orchestration tasks.

Avoid When

You use AWS, Azure, GCP, or open-source data stacks — DataWorks is Alibaba Cloud only. Also consider data residency: DataWorks data stays in CN/AP regions.

Use Cases

• Managing DataWorks data development projects from orchestration agents
• Triggering and monitoring ETL pipelines from automation agents
• Querying data lineage and governance metadata from analysis agents
• Integrating DataWorks workflows into AI-driven data engineering pipelines

Not For

• Teams not using Alibaba Cloud DataWorks (platform-specific)
• Non-Alibaba Cloud data engineering stacks (AWS Glue, Azure Data Factory)
• Personal data projects — DataWorks is enterprise-scale

Interface

REST API

Yes

GraphQL

gRPC

MCP Server

Yes ↗

SDK

Yes

Webhooks

Authentication

Methods: api_key

OAuth: No Scopes: No

Alibaba Cloud AccessKey ID and AccessKey Secret required. Standard Alibaba Cloud IAM authentication. Use RAM roles for least-privilege access.

Pricing

Model: usage_based

Free tier: Yes

Requires CC: Yes

Alibaba Cloud account required. MCP server itself is free open source. DataWorks usage costs apply.

Agent Metadata

Pagination

cursor

Idempotent

Partial

Retry Guidance

Not documented

Known Gotchas

⚠ DataWorks API documentation is primarily in Chinese — review translated docs carefully
⚠ Data residency: DataWorks data lives in Alibaba Cloud regions (CN/AP) — check compliance requirements
⚠ AccessKey credentials are long-lived — use RAM roles with minimal permissions for agent use
⚠ Official from aliyun org but documentation depth may be limited for non-Chinese enterprise users

Alternatives

aws-glue-mcp azure-data-factory-mcp airflow-mcp-server

Full Evaluation Report

Detailed scoring breakdown, competitive positioning, security analysis, and improvement recommendations for Alibaba Cloud DataWorks MCP Server.

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Scores are editorial opinions as of 2026-03-06.