N8N Workflow Summarizer

Transforms complex n8n workflow JSON files into clear markdown summaries, extracting nodes, connections, and functionality while generating conceptual Python code that replicates the workflow's logic.

N8N Workflow Summarizer MCP Tool analyzes and simplifies complex n8n workflow JSON files into clear, concise markdown summaries. It extracts key information about nodes, connections, and functionality using OpenAI's models, with intelligent handling of large workflows through progressive simplification and fallback options. The tool identifies specialized components like AI/agent nodes and database connections, extracts prompts, and even generates conceptual Python code that replicates the workflow's functionality - making it particularly valuable for understanding and documenting complex automation workflows.