Dolphin Mcp Pilot

dolphin-mcp-pilot

[](LICENSE) [](https://www.python.org/downloads/) [](https://github.com/iflytek/dolphin-mcp-pilot/actions/workflows/ci.yml)

[English](README.md) | [简体中文](README.zh-CN.md)

A production-ready MCP server for Apache DolphinScheduler.

dolphin-mcp-pilot exposes 53+ tools for projects, workflows, DAG creation, schedules, instances, resources, logs, monitoring and raw API passthrough — designed for AI agents that need to operate DolphinScheduler beyond basic read-only usage.

🎯 Why this project?

Most public DolphinScheduler MCP servers only cover basic read/list/start/stop scenarios. This project is designed for real operations work:

• ✅ Create SQL / DAG workflows in one line
• ✅ Manage schedules (create / online / offline / delete)
• ✅ Control process instances (pause / resume / rerun / rerun-from-failure)
• ✅ View task logs, force task success / skip failed task
• ✅ Manage resources (view/update content)
• ✅ Roll back workflow versions, clone workflows
• ✅ Use raw API as a safety valve
• ✅ Support multi-tenant per-request auth

🚀 Key features

• 53+ tools covering most practical DS operations
• Two auth modes: API Token (X-DS-Token) or User/Password (X-DS-User + X-DS-Password)
• Multi-tenant HTTP mode: each caller can use its own credentials
• Workflow creation: simple SQL and complex DAG workflows with multiple task types
• Schedule management (cron-based)
• Instance lifecycle control (pause/resume/rerun/rerun-from-failure/delete)
• Resource content management and version rollback / workflow clone
• Raw API passthrough for uncovered edge cases

🚀 Quick Start

# 1. Clone the repository
git clone https://github.com/iflytek/dolphin-mcp-pilot.git
cd dolphin-mcp-pilot

# 2. Configure environment
cp .env.example .env
# Edit .env — at minimum set DS_URL and DS_TOKEN (or DS_USER/DS_PASSWORD)

# 3. Start the service (dev mode)
docker compose --profile dev up -d dolphin-mcp-pilot-dev

✅ Service will be available at http://localhost:8001/mcp/ (note the trailing slash)

📚 Documentation

| Document | Description | |---|---| | [📦 Installation](docs/INSTALLATION.md) | Docker Compose (dev/prod), from source, as package, run modes | | [⚙️ Configuration](docs/CONFIGURATION.md) | Environment variables, auth options, Compose tunables | | [🚀 Deployment](docs/DEPLOYMENT.md) | Production deployment, Compose reference, verify, troubleshoot | | [📊 Features](docs/FEATURES.md) | Feature comparison table, tool categories | | [🔐 Client Config](docs/CLIENT_CONFIG.md) | MCP client setup (CodeBuddy, Claude Desktop, etc.), multi-tenant auth | | [📖 API Reference](docs/API.md) | All 53+ tools, parameter conventions, error handling (中文) | | [❓ FAQ](docs/FAQ.md) | Common issues and solutions (中文) |

✨ What's new

• Guided troubleshooting: ds_list_process_instances attaches a next_action

hint to RUNNING/FAILURE instances, pointing agents to ds_list_task_instances to inspect individual task nodes.

• Reliable backfill ordering: serial complement uses the complementStartDate/complementEndDate

range format so DolphinScheduler generates instances in strict day-by-day order.

• Flexible task params: ds_update_task_param accepts both snake_case and

camelCase field names and reports ignored fields.

🤝 Contributing

Contributions are welcome. See [CONTRIBUTING.md](CONTRIBUTING.md) for project changes, or follow the [example contribution guide](examples/README.md#how-to-contribute) to share a tested MCP client configuration.

📄 License

[Apache-2.0](LICENSE)

🙏 Acknowledgments

Built with FastMCP and inspired by the Apache DolphinScheduler community.

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: iflytek
• Source: iflytek/dolphin-mcp-pilot
• License: Apache-2.0

Install and usage instructions live in the source repository linked above.