Workflow Commander MCP Server

@AndurilCode

Basic information

About Workflow Commander MCP Server

An MCP (Model Context Protocol) server that provides structured workflow guidance to guide coding agents through a disciplined development process.

Workflow Commander MCP Server config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "workflow-commander": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/AndurilCode/workflow-commander@main",
        "dev-workflow-mcp"
      ]
    }
  }
}

Workflow Commander MCP Server tools

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Overview

What is Workflow Commander MCP Server?

Workflow Commander MCP Server is a dynamic YAML-driven workflow guidance tool for AI coding agents, providing structured development workflows with progression control and decision points. It integrates with MCP clients to guide agents through schema-defined processes, supporting both built-in discovery and agent-generated custom workflows.

How to use Workflow Commander MCP Server?

Install via the installer script (curl -fsSL ... | bash) or manually with uv, then configure your MCP client using the workflow-commander CLI (e.g., workflow-commander configure -p cursor) or by adding a JSON configuration (e.g., .cursor/mcp.json). Use commands like bootstrap-rules to deploy workflow guidelines to AI assistants.

Key features of Workflow Commander MCP Server

Dynamic YAML-driven workflows with schema-guided execution
Automatic discovery and intelligent matching of workflows
Real-time workflow state tracking and session management
Mandatory phase-by-phase instructions for AI agents
Agent-generated custom YAML workflows on-the-fly

Use cases of Workflow Commander MCP Server

Guiding AI agents through structured development processes
Creating custom workflows for web development, data science, and DevOps
Standardizing debugging and documentation workflows across teams
Providing instant access to proven workflows for common patterns

Frequently asked questions

What does Workflow Commander MCP Server do?

It provides dynamic YAML-driven workflow guidance for AI coding agents, with built-in discovery and agent-generated workflow creation for structured development processes.

How do I install Workflow Commander MCP Server?

Run the installation script with `curl -fsSL https://raw.githubusercontent.com/AndurilCode/workflow-commander/refs/heads/main/install.sh | bash` or manually install with uv and configure your MCP client.

What runtime dependencies are required?

Python with either pipx, uv, or pip; the installer handles dependencies and PATH configuration automatically.

How do I configure it for my MCP client?

Use the `workflow-commander configure` CLI command interactively or for specific platforms (e.g., `-p cursor`), or manually add the server configuration to your MCP client's JSON file.

What are the two workflow approaches?

Built-in workflow discovery scans `.workflow-commander/workflows/` for available YAML workflows, while agent workflow generation allows agents to create custom YAML workflows on-the-fly for any domain.

Comments

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