Discover & Analyze n8n Workflows from GitHub with OpenAI and Google Sheets

🧠 Overview Discover and analyze the most valuable community-built n8n workflows on GitHub.
This automation searches public repositories, analyzes JSON workflows using AI, and saves a ranked report to Google Sheets — including summaries, use cases, difficulty, stars, node count, and repository links.

⚙️ How It Works Search GitHub Code API — queries for extension:json n8n and splits results
Fetch & Parse — downloads each candidate file’s raw JSON and safely parses it
Extract Metadata — detects AI-powered flows and collects key node information
AI Analysis — evaluates the top N workflows (description, use case, difficulty)
Merge Insights — combines AI analysis with GitHub data
Save to Google Sheets — appends or updates by workflow name

🧩 Setup Instructions (5–10 min) Open Config node and set:
search_query — e.g., "openai" extension:json n8n
max_results — number of results to fetch (1–100)
ai_analysis_top — number of workflows analyzed with AI
SPREADSHEET_ID, SHEET_NAME — Google Sheets target
Add GitHub PAT via HTTP Header Credential:
Authorization: Bearer <YOUR_TOKEN>
Connect OpenAI Credential to OpenAI Chat Model
Connect Google Sheets (OAuth2) to Save to Google Sheets
(Optional) Enable Schedule Trigger to run weekly for automatic updates

> 💡 Tip: If you need to show literal brackets, use backticks like <example> (no HTML entities needed).

📚 Use Cases

1. Trend Tracking for AI Automations Goal:** Identify the fastest-growing AI-powered n8n workflows on GitHub.
   Output:** Sorted list by stars and AI detection, updated weekly.

2. Internal Workflow Benchmarking Goal:** Compare your organization’s workflows against top public examples.
   Output:** Difficulty, node count, and AI usage metrics in Google Sheets.

3. Market Research for Automation Agencies Goal:** Discover trending integrations and tool combinations (e.g., OpenAI + Slack).
   Output:** Data-driven insights for client projects and content planning.

🧪 Notes & Best Practices 🔐 No hardcoded secrets — use n8n Credentials
🧱 Works with self-hosted or cloud n8n
🧪 Start small (max_results = 10) before scaling
🧭 Use “AI Powered” + “Stars” columns in Sheets to identify top templates
🧩 Uses only Markdown sticky notes — no HTML formatting required

🔗 Resources GitHub (template JSON):** github-workflow-finder-ai.json