Community MCP server for DolphinScheduler: iflytek/dolphin-mcp-pilot

[FenjuFu]

Sharing a community integration for anyone running DolphinScheduler with LLM agents.

iflytek/dolphin-mcp-pilot is an MCP (Model Context Protocol) server that lets an AI client drive DolphinScheduler through its Open API. Rather than read-only wrappers, it exposes ~53 tools covering real operations:

• Projects, workflow and DAG creation (SQL and DAG-based)
• Schedule lifecycle (cron create / online / offline)
• Instance control 鈥?pause, resume, rerun, failure recovery
• Resource content management with version rollback
• Task-level logs and monitoring
• Raw API passthrough as a fallback for anything not yet wrapped

Stack: Python + FastMCP, Docker image provided. Auth via DolphinScheduler API token or user/password, with per-request credentials in HTTP mode for multi-tenant setups.

It is community-maintained and not an official Apache DolphinScheduler component 鈥?check its compatibility and security notes before pointing it at production, and use least-privilege credentials for agent access.

Related: I've proposed documenting community MCP integrations under docs/integration in #18551 (PR #18552), covering this project alongside ocean-zhc/dolphinscheduler-mcp. Feedback on either is welcome.