Apache DolphinScheduler MCP Tool Catalog — Available as a Pay-Per-Request API
A structured catalog of 58 ready-to-use MCP tools for Apache DolphinScheduler, covering the full data pipeline lifecycle: project management, workflow orchestration, scheduling, monitoring, resource management, and more.
# List all tools
curl -X POST https://x402.mdx.hk/api/v1/dolphin-mcp/tools \
-H "Content-Type: application/json" \
-d '{"pay": "x402"}'
# Get tool details
curl -X POST https://x402.mdx.hk/api/v1/dolphin-mcp/tools/ds_create_workflow \
-H "Content-Type: application/json" \
-d '{"pay": "x402"}'Price: $0.10 per request — pay via x402 protocol.
| Category | Tools | Description |
|---|---|---|
| Connectivity | 1 | Test connection to DolphinScheduler API |
| Project Management | 3 | CRUD operations for projects |
| Data Sources | 1 | List configured data sources |
| Workflow Management | 8 | Create, read, update, delete, release, run workflows |
| Advanced Workflow | 3 | Copy, export, import workflow definitions |
| Schedule Management | 5 | CRUD + online/offline schedule configs |
| Instance Management | 6 | Query instances, tasks, logs, force success/skip |
| Resource Management | 8 | Full resource center operations |
| Monitoring | 2 | Master & Worker node health monitoring |
| Users & Tenants | 2 | List users and tenants |
| Raw API Passthrough | 4 | Direct GET/POST/PUT/DELETE to DS API |
| Help & Navigation | 1 | Get help and usage guide |
- AI Agents needing to interact with DolphinScheduler data pipelines
- MCP Clients (Claude, Cursor, Codex, etc.) requiring structured tool definitions
- Data Engineers automating workflow management
- DevOps teams integrating DS monitoring into their AI stack
- x402 Endpoint: Coming soon
- GitHub: https://github.com/Kencoze/dolphin-mcp-pilot
- Apache DolphinScheduler: https://dolphinscheduler.apache.org
- MCP Protocol: https://modelcontextprotocol.io
MIT