Crew AI MCP Server

An MCP server that provides AI agent and task management capabilities using the CrewAI framework.

Setup

Clone or fork this repository
Run the setup script:


./crew.sh

The setup script will:

Install required Python dependencies
Configure the MCP settings file for your system
Set up the correct paths automatically

Configuration

Before using the server, set your OpenAI API key:


export OPENAI_API_KEY="your-api-key"

Usage

The server provides three main tools:

1. Create an Agent


{
    "method": "call_tool",
    "params": {
        "name": "create_agent",
        "arguments": {
            "role": "researcher",
            "goal": "Research and analyze information effectively",
            "backstory": "An experienced research analyst"
        }
    }
}

2. Create a Task


{
    "method": "call_tool",
    "params": {
        "name": "create_task",
        "arguments": {
            "description": "Analyze recent market trends",
            "agent": "researcher",
            "expected_output": "A detailed analysis report"
        }
    }
}

3. Create and Run a Crew


{
    "method": "call_tool",
    "params": {
        "name": "create_crew",
        "arguments": {
            "agents": ["researcher"],
            "tasks": ["Analyze recent market trends"],
            "verbose": true
        }
    }
}

Example Usage

Create and run a complete workflow:


(echo '{"method": "call_tool", "params": {"name": "create_agent", "arguments": {"role": "researcher", "goal": "Research and analyze information effectively", "backstory": "An experienced research analyst"}}}'; echo '{"method": "call_tool", "params": {"name": "create_task", "arguments": {"description": "Analyze recent market trends", "agent": "researcher", "expected_output": "A detailed analysis report"}}}'; echo '{"method": "call_tool", "params": {"name": "create_crew", "arguments": {"agents": ["researcher"], "tasks": ["Analyze recent market trends"], "verbose": true}}}') | python3 src/crew_server.py

System Requirements

Python 3.8 or higher
jq command-line tool (for setup script)
VSCode with Roo Cline extension installed

Supported Platforms

macOS
Linux
Windows (via Git Bash)

Troubleshooting

If you encounter any issues:

Ensure your OpenAI API key is set correctly
Check that all dependencies are installed (pip install -r requirements.txt)
Verify the MCP settings file exists and has the correct configuration
Make sure the server path in the MCP settings matches your actual file location

Contributing

Fork the repository
Create your feature branch
Make your changes
Run the setup script to verify everything works
Submit a pull request