DolphinScheduler MCP Server
by ocean-zhc
A Model Context Protocol (MCP) server for Apache DolphinScheduler, allowing AI agents to interact with DolphinScheduler through a standardized protocol. It acts as a bridge between AI models and DolphinScheduler, enabling AI-driven workflow management.
Last updated: N/A
What is DolphinScheduler MCP Server?
DolphinScheduler MCP provides a FastMCP-based server that exposes DolphinScheduler's REST API as a collection of tools that can be used by AI agents. It serves as an intermediary, translating AI requests into DolphinScheduler actions.
How to use DolphinScheduler MCP Server?
Install the server using pip install dolphinscheduler-mcp. Configure the server using environment variables or command-line arguments, specifying the DolphinScheduler API URL and authentication token. Start the server using the command-line interface (ds-mcp) or the Python API. Use an MCP client to connect to the server and invoke tools.
Key features of DolphinScheduler MCP Server
Full API coverage of DolphinScheduler functionality
Standardized tool interfaces following the Model Context Protocol
Easy configuration through environment variables or command-line arguments
Comprehensive tool documentation
Use cases of DolphinScheduler MCP Server
AI-driven workflow creation and management
Automated scheduling and execution of DolphinScheduler workflows
Integration of AI models with DolphinScheduler for intelligent workflow orchestration
Dynamic adaptation of workflows based on AI insights
FAQ from DolphinScheduler MCP Server
What is the default port for the MCP server?
What is the default port for the MCP server?
The default port is 8089.
How do I authenticate with the DolphinScheduler API?
How do I authenticate with the DolphinScheduler API?
You need to provide an API token using the DOLPHINSCHEDULER_API_KEY environment variable.
Can I customize the logging level?
Can I customize the logging level?
Yes, you can set the DOLPHINSCHEDULER_MCP_LOG_LEVEL environment variable.
What kind of tools are available?
What kind of tools are available?
Tools are available for Project Management, Process Definition Management, Process Instance Management, and more.
How do I connect to the MCP server from a client?
How do I connect to the MCP server from a client?
Use an MCP client library and provide the server's address (e.g., http://localhost:8089/mcp).