Workflow MCP Server
by tuanknguyen
A Python MCP server that guides agents through structured workflows. This server ensures agents follow predefined steps while maintaining flexibility in execution.
Last updated: N/A
What is Workflow MCP Server?
The Workflow MCP Server is a Python-based server designed to guide agents through structured workflows. It enforces predefined steps while allowing for flexible execution, ensuring agents follow a specific process.
How to use Workflow MCP Server?
To use the server, first set up the environment using uv venv and activate it. Install the package using uv pip install -e .. Define workflows as YAML files in the frameworks directory, specifying steps with types, content, and next steps. Run the server using uv run workflow-mcp. Interact with the server using available tools like list_workflows(), start_workflow(workflow_id), and complete_step(session_id, result).
Key features of Workflow MCP Server
Guides agents through structured workflows
Enforces predefined steps
Allows flexibility in execution
Workflow definitions using YAML files
Uses uv for package management
Provides tools for workflow management and interaction
Use cases of Workflow MCP Server
Automated task execution
Orchestration of agent activities
Standardizing operational procedures
Managing complex workflows with multiple steps
FAQ from Workflow MCP Server
What is uv?
What is uv?
uv is a fast and reliable package management tool used for virtual environment creation, package installation, running scripts, and testing.
How do I define a workflow?
How do I define a workflow?
Workflows are defined using YAML files placed in the frameworks directory. Each file specifies the workflow's name, description, version, and a list of steps with their properties.
What are the available step types?
What are the available step types?
The example shows instruction and tool_call step types. instruction displays content to the agent, while tool_call invokes a specific tool with parameters.
How do I start a workflow?
How do I start a workflow?
Use the start_workflow(workflow_id) tool, providing the ID of the workflow you want to start.
How do I mark a step as complete?
How do I mark a step as complete?
Use the complete_step(session_id, result) tool, providing the session ID and the result of the step.