N8N Workflow Summarizer MCP Tool

An MCP tool that analyzes and summarizes n8n workflows for Claude.

Overview

This tool simplifies n8n workflow JSON files into clear, concise summaries. It extracts key information about nodes, connections, and functionality to help Claude understand complex workflows.

Features

Analyzes n8n workflow JSON files
Extracts node counts and types
Identifies connections between nodes
Produces markdown summaries
Compatible with Model Context Protocol (MCP)

Installation

Follow these steps to install the N8N Workflow Summarizer MCP tool:

# Clone the repository
git clone https://github.com/gblack686/n8n-workflow-summarizer-mcp.git
cd n8n-workflow-summarizer-mcp

# Set up your OpenAI API key
export OPENAI_API_KEY=your_api_key_here

# Install dependencies
pip install -r requirements.txt

# Install as MCP tool
fastmcp install workflow_summarizer_mcp.py --name "N8N Workflow Summarizer"

Usage

Check the example_usage.py file for a complete example of how to use this tool.

import asyncio
from workflow_summarizer_mcp import summarize_workflow

async def main():
    # Specify your workflow JSON file
    workflow_file = "example_workflow.json"
    
    # Summarize the workflow using a specific model
    summary = await summarize_workflow(workflow_file, model="gpt-4o")
    
    print(summary)

if __name__ == "__main__":
    asyncio.run(main())

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

N8N Workflow Summarizer