🤖 n8n Workflows Scraper

Want ready-made automations instead of building every flow from scratch? This scraper makes it super easy!

Pick a category and sort order from the n8n template library, and get up to 2000 free workflow templates with metadata plus the full importable workflow_json (nodes, connections, and settings) as CSV or JSON.

💡 Perfect for...

• Automation builders: Discover how others solve CRM, DevOps, AI, support, and ops problems.
• n8n users: Download free templates you can import without clicking through the library by hand.
• Market Research: See which categories, patterns, and creators are popular.
• Data Analysts: Export clean structured workflow data for catalogs and dashboards.
• 🤖 AI Agents: Power OpenClaw workflows and bots that need real n8n template structures.
• 📚 RAG Systems: Feed full workflow JSON into Retrieval-Augmented Generation pipelines for generation and troubleshooting.
• 🔗 AI Workflows: Integrate with LangChain, AutoGPT, CrewAI, and other stacks that need structured automation templates.

✨ Why you'll love this scraper

• 📥 Import-ready JSON: Each result includes the full workflow_json you can paste into n8n.
• 🎯 Category filtering: 20+ categories like AI Chatbot, Lead Generation, SecOps, and Crypto Trading.
• 🆓 Free templates only: Paid/premium templates are skipped automatically.
• ⏱️ Sorting Options: Relevancy, Popularity, or Most recent — same options as on n8n.io.
• ⚡ Fast & scalable: Up to 2000 workflows per run via n8n’s public APIs (no slow browser clicking).

📦 What's inside the data?

For every workflow you will get:

• Core Details: id, name, category, workflow_url, description, created_at, total_views
• Creator: creator_id, creator_name, creator_username, creator_bio, creator_verified
• The workflow: workflow_json — nodes, connections, settings, and metadata

🛠️ Sort options

You can tell the scraper what order to read templates in using the sort_by parameter:

• Relevancy – Best match (default)
• Popularity – Most viewed
• Most recent – Newest templates first

🚀 Quick start

1. Select a Category (e.g. AI Chatbot).
2. Choose Sort by.
3. Set max_workflows (20–2000).
4. Click Start.
5. Export JSON so nested workflow_json stays intact (CSV flattens nested objects).

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Tech details for developers 🧑‍💻

Input Example:

{
  "category": "AI Chatbot",
  "sort_by": "Most recent",
  "max_workflows": 100
}

Output Example (truncated):

{
  "id": 17658,
  "name": "Manage CRM leads by chat with Google Gemini and Google Sheets",
  "category": "AI Chatbot",
  "workflow_url": "https://n8n.io/workflows/17658-manage-crm-leads-by-chat-with-google-gemini-and-google-sheets/",
  "total_views": 120,
  "creator_name": "Example Creator",
  "creator_username": "example",
  "creator_verified": true,
  "description": "Chat-driven CRM lead intake with Gemini and Google Sheets…",
  "created_at": "2026-08-01T12:00:00.000Z",
  "workflow_json": {
    "name": "Manage CRM leads by chat…",
    "nodes": [],
    "connections": {},
    "settings": {}
  }
}

Input reference

Parameter	Type	Default	Description
category	string	AI Chatbot	Category of free workflows to scrape.
sort_by	string	Relevancy	Relevancy, Popularity, or Most recent.
max_workflows	integer	100	How many free workflows to collect (20–2000).