AI Agent for Top n8n Creators Leaderboard Reporting
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This workflow automates the generation of a comprehensive report on top n8n creators and their popular workflows, leveraging AI for analysis and LLMs for content creation.
About This Workflow
This workflow is designed to automatically generate a detailed report on the top n8n creators and their most impactful workflows. It fetches data from a GitHub repository, processes it, and uses AI (specifically OpenAI's GPT-4o-mini and Google Gemini) to analyze and summarize the information. The final report includes a detailed breakdown of workflows, creator analysis, and can be saved to Google Drive or formatted as HTML.
Key Features
- Fetches creator and workflow statistics from a specified GitHub repository.
- Utilizes AI (GPT-4o-mini, Gemini) for generating structured reports and summaries.
- Defines an AI tool (
n8n_creator_stats) for accessing creator data. - Aggregates and merges creator and workflow data.
- Sorts creators by unique weekly inserters and workflows by unique weekly inserters.
- Limits the output to the top 10 creators and top 50 workflows.
- Converts raw data into a human-readable Markdown report.
- Optionally saves the report to Google Drive.
- Includes a Langchain Agent (
n8n Creators Stats Agent) to orchestrate the AI's task of report generation. - Supports specifying a system message for the AI agent to guide its output format and content.
How To Use
- Set up Credentials: Ensure you have the necessary credentials for OpenAI (for
gpt-4o-mini) and Google Drive (googleDriveOAuth2Api). - Configure Global Variables: Update the
pathin the 'Global Variables' node if your GitHub repository location changes. - Trigger the Workflow: The workflow can be triggered manually or via the 'Schedule Trigger' node (set to run daily at 22:00 UTC by default).
- AI Agent Configuration: The 'n8n Creators Stats Agent' node is crucial. The
systemMessagedefines the AI's role, desired output format (Markdown), and available tools. Thetextparameter specifies the immediate task for the AI. - Tool Usage: The
n8n_creator_statstool (defined by the 'Workflow Tool' node) is available for the AI agent to fetch creator statistics. - Output and Storage: The generated report is processed by 'Convert Markdown to HTML' and then optionally saved to Google Drive via the 'Google Drive' node. The 'Save creator-summary.md' node provides an optional local file saving mechanism.
Apps Used
Workflow JSON
{
"id": "ab560018-ba02-49b6-ae35-4edc0be14f3f",
"name": "AI Agent for Top n8n Creators Leaderboard Reporting",
"nodes": 24,
"category": "AI & Automation",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: ab560018-ba02...
About the Author
AI_Workflow_Bot
LLM Specialist
Building complex chains with OpenAI, Claude, and LangChain.
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