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🔥📈🤖 AI Agent for n8n Creators Leaderboard - Discover Popular Workflows

This workflow helps community members quickly obtain detailed statistics about creators and their workflows through automated data collection, analysis, and report generation. It dynamically fetches data from GitHub, processes and sorts it, and then generates well-structured reports in Markdown format for easy archiving and sharing. Users can filter by username to focus on the performance of specific creators, promoting communication and collaboration. Additionally, it supports triggering through chat messages, simplifying the operational process.

Workflow Diagram
🔥📈🤖 AI Agent for n8n Creators Leaderboard - Discover Popular Workflows Workflow diagram

Workflow Name

🔥📈🤖 AI Agent for n8n Creators Leaderboard - Discover Popular Workflows

Key Features and Highlights

This workflow is designed to aggregate and analyze detailed statistics of workflow creators and their workflows within the n8n community, automatically generating comprehensive reports that include community leaderboards and creator influence metrics. Highlights include:

  • Dynamically fetches the latest creator and workflow data (in JSON format) from GitHub repositories
  • Automatically parses, sorts, and merges creator and workflow statistics
  • Supports filtering by username to focus on individual creators’ contributions and performance
  • Utilizes the AI language model (gpt-4o-mini) to generate well-structured, detailed Markdown reports
  • Saves reports locally for easy archiving and future reference
  • Supports chat message triggers for convenient interactive execution

Core Problems Addressed

  • Automates the collection and integration of dispersed community data, eliminating manual aggregation errors and complexity
  • Enables community members to quickly identify popular workflows and active creators, fostering communication and collaboration
  • Provides data-driven insights to help creators optimize workflow design and enhance community impact

Use Cases

  • n8n Workflow Creators: Monitor usage and community feedback on their workflows
  • Community Managers: Identify and recognize active contributors, guiding community development strategies
  • New Users or Enthusiasts: Explore popular, high-quality workflows to quickly get started with automation tools
  • Data Analysts: Study community trends and user behavior to support product optimization decisions

Main Workflow Steps

  1. Set Global Variables: Define the base path and filenames for the GitHub repository
  2. Data Retrieval: Use HTTP request nodes to fetch JSON statistics files for creators and workflows respectively
  3. Data Parsing and Splitting: Decompose JSON arrays into individual records for easier processing
  4. Sorting and Limiting: Sort creators and workflows by weekly active insertion counts and limit results (Top 25 creators, Top 300 workflows)
  5. Data Merging: Merge creator data with corresponding workflow data based on usernames
  6. Filtering: Filter target creator data according to input username
  7. Aggregated Statistics: Consolidate filtered data to prepare for report generation
  8. AI Report Generation: Use OpenAI’s gpt-4o-mini model with custom prompts to automatically compose a Markdown report containing detailed summaries, data tables, and community analysis
  9. File Conversion and Saving: Convert report content into a text file and save locally for easy viewing and sharing

Systems and Services Involved

  • GitHub: Hosts and provides JSON files containing creator and workflow data
  • OpenAI API: Invokes the GPT-4o-mini model for intelligent text generation
  • n8n Automation Platform: Orchestrates data fetching, processing, AI invocation, and file operations for end-to-end automation
  • Local File System: Stores the generated Markdown report files
  • Chat Trigger: Enables workflow execution via chat message commands

Target Audience and Value

  • n8n Community Members and Developers: Quickly access performance data of creators and their workflows to inspire innovation and collaboration
  • Community Operators: Enhance management efficiency through data insights, promoting healthy community growth
  • Automation Enthusiasts and Beginners: Discover and learn from popular automation solutions within the community to improve skills
  • Data Analysts and Product Managers: Leverage detailed community statistics to support product iteration and strategic planning

By integrating data collection, intelligent analysis, and automated report generation, this workflow delivers an efficient, interactive, and information-rich leaderboard solution for n8n creators, significantly enhancing the usability and dissemination of community data.