Description
Unlock automated insights into top workflows and creators across the n8n community. This intelligent agent aggregates and analyzes GitHub-based community metrics, producing leaderboard reports on-demand via natural language. Perfect for creators, managers, or newcomers eager to discover trending automations.
🧠 How It Works:
✅ 💬 User triggers the workflow via chat with a command like: show me stats for username your_name ✅ 📊 Agent fetches JSON data of creators and workflows from GitHub repositories ✅ 🧩 Merges creator stats with workflow-level data (visitors, inserters, etc.) ✅ 🧠 AI generates a structured Markdown report with summary, table, and key insights ✅ 🗂️ Saves report locally with a timestamp for future reference ✅ 🔄 Repeats the process with new input or usernames ✅ 📈 Enables continuous monitoring of workflow engagement and trends
🔍 It Automates:
✅ Retrieval of community data from GitHub JSON files ✅ Matching creator usernames across datasets ✅ Weekly/monthly performance analytics of workflows ✅ Recognition of top-performing templates and contributors ✅ Generation of branded leaderboard reports with detailed stats ✅ Storage of insights as local Markdown files for sharing or archive
💡 Why Choose This Workflow:
✅ Track your workflow’s impact with real metrics ✅ Discover what’s trending in the n8n ecosystem ✅ Highlight and celebrate community contributions ✅ Save hours by automating stats retrieval and formatting ✅ Use reports to inspire future workflow ideas or updates
👤 Who Is This For:
✅ Workflow creators analyzing the popularity of their automations ✅ Community managers looking to surface top contributors ✅ New n8n users browsing successful templates for inspiration ✅ Developers benchmarking public workflows for reuse ✅ Educators or advocates creating tutorials from real-world examples
🔗 Integrations:
✅ GitHub (community data via JSON files) ✅ OpenAI (Markdown report generation via LLMs) ✅ Local File System (report saving with timestamps) ✅ Optional: Telegram or Chat UI for command-triggering interface ✅ n8n Global Variables for flexible configuration
🔧 Setup Instructions:
🛠️ Enable Your n8n Instance: Make sure n8n is deployed and running
🔗 Set GitHub Variables: Define the base URL and JSON filenames in the Global Variables node
🔐 Add AI Credentials: Ensure OpenAI API key and Org ID are configured in the AI Agent node
💬 Trigger with Username: Use the Chat Trigger to initiate report generation via user message
📁 View the Output: Locate Markdown reports in your file system, organized by creator username and timestamp
📊 Turn Community Data into Insightful Leaderboards — Powered by AI & n8n Let your automations speak for themselves. Whether you're growing a creator brand or optimizing workflow visibility, this AI agent makes your n8n stats actionable, beautiful, and instant.
Link : [https://lovable.dev/projects/1d79c9a4-a3cd-4209-9111-4a8d016ff4c2]
