Make.com to n8n Workflow Converter

This application converts Make.com (formerly Integromat) JSON workflow blueprints to n8n format, allowing users to migrate their workflows between these automation platforms.

Features

• GUI-based conversion tool with a simple and intuitive interface
• AI-powered conversion using CrewAI framework with specialized agents
• Research-enhanced accuracy via Perplexity API for up-to-date platform information
• Simulated conversion mode for demonstration purposes when no API key is provided
• Detailed research results on Make.com and n8n platforms and their differences

Requirements

• Python 3.10+ (required due to CrewAI's dependency on the pipe operator (|) for union types)
• Required packages:
  • tkinter
  • crewai
  • perplexityai
  • requests

Installation

Using pip (Python 3.10+ required)

1. Clone this repository:

   git clone https://github.com/yourusername/make-to-n8n-converter.git
   cd make-to-n8n-converter

2. Install the required dependencies:

   pip install -r requirements.txt

Using conda (recommended)

If you don't have Python 3.10+, you can use conda to create an environment with the correct Python version:

1. Clone this repository:

   git clone https://github.com/yourusername/make-to-n8n-converter.git
   cd make-to-n8n-converter

2. Create and activate a conda environment:

   conda env create -f environment.yml
   conda activate make_n8n

Usage

1. Run the application:

   python src/make_to_n8n_converter.py

2. Enter your API keys:

   • AI API Key: For CrewAI framework (OpenAI API key or compatible)
   • Perplexity API Key: For researching the latest platform documentation

3. Research platform information (optional but recommended):

   • Click "Research Platforms" to get the latest information about Make.com and n8n platforms

4. Load a Make.com JSON workflow file:

   • Click "Browse..." and select your Make.com JSON blueprint file
   • The JSON will be displayed in the input tab

5. Convert the workflow:

   • Click "Convert to n8n" to start the conversion process
   • The converted n8n JSON will appear in the output tab when complete

6. Save the converted workflow:

   • Click "Save n8n JSON" to save the converted workflow to a file
   • Import this file into your n8n instance

How It Works

Conversion Process

The application uses a team of specialized AI agents to handle different aspects of the conversion process:

1. Make.com Structure Analyzer: Analyzes the Make.com JSON structure to identify all modules, connections, and features
2. n8n Structure Mapper: Maps each Make.com component to its equivalent n8n node type and configuration
3. Connection Flow Specialist: Specializes in recreating the exact connection structure between nodes following n8n's connection format
4. n8n Schema Expert: Ensures the generated workflow adheres to n8n's JSON schema requirements
5. n8n JSON Validator: Performs final validation to ensure the workflow will import and run correctly in n8n

This specialized approach ensures high-quality conversion that accurately preserves the original workflow's functionality and structure.

AI Research Integration

The Perplexity API is used to research:

• Latest Make.com and n8n platform documentation
• Current module/node types and their parameters
• Best practices for mapping between platforms
• Edge cases and limitations

This research enhances the accuracy of the conversion by incorporating the latest information about both platforms.

Notes

• The conversion process is not perfect and may require manual adjustments
• Some Make.com features may not have direct equivalents in n8n
• For best results, use the research feature to get the latest platform information

License

MIT

Acknowledgments

• CrewAI framework for providing the AI agent infrastructure
• Perplexity API for real-time research capabilities
• Make.com and n8n documentation

Project Structure

make-to-n8n-converter/
├── src/                  # Source code
│   └── make_to_n8n_converter.py  # Main converter script
├── tests/                # Test files
├── docs/                 # Documentation
│   ├── make_workflow_json_structure.md  # Make.com JSON structure research
│   └── n8n_workflow_json_structure.md   # n8n JSON structure research
├── examples/             # Example Make.com and n8n workflows
└── README.md             # This file

Documentation

For detailed information about the workflow structures and conversion process, please refer to:

• Make.com Workflow JSON Structure - Detailed analysis of Make.com's workflow format
• n8n Workflow JSON Structure - Comprehensive guide to n8n's workflow structure

These documents provide in-depth technical information about both platforms' JSON structures, which is essential for understanding the conversion process. # make-n8n-converter_agentic