🤖🧑‍💻 AI Agent for Top n8n Creators Leaderboard Reporting

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Built by Joseph LePage Joseph LePage
Created on June 05, 2026

Description

This n8n workflow is designed to automate the aggregation, processing, and reporting of community statistics related to n8n creators and workflows. Its primary purpose is to generate insightful reports that highlight top contributors, popular workflows, and key trends within the n8n ecosystem. Here's how it works and why it's important:

How It Works
Data Retrieval:
The workflow fetches JSON data files from a GitHub repository containing statistics about creators and workflows.
It uses HTTP requests to access these files dynamically based on pre-defined global variables.

Data Processing:
The data is parsed into separate streams for creators and workflows.
It processes the data to identify key metrics such as unique weekly and monthly inserters/visitors.

Ranking and Filtering:
The workflow sorts creators by their weekly inserts and workflows by their popularity.
It selects the top 10 creators and top 50 workflows for detailed analysis.

Report Generation:
Using AI tools like GPT-4 or Google Gemini, the workflow generates a Markdown report summarizing trends, contributors, and workflow statistics.
The report includes tables with detailed metrics (e.g., unique visitors, inserters) and insights into why certain workflows are popular.

Distribution:
The report is saved locally or uploaded to Google Drive.
It can also be shared via email or Telegram for broader accessibility.

Automation:
A schedule trigger ensures the workflow runs daily or as needed, keeping the reports up-to-date.

Why It's Important
Community Insights**: This workflow provides actionable insights into the n8n community by identifying impactful contributors and popular workflows. This fosters collaboration and innovation within the ecosystem.
Time Efficiency**: By automating data collection, processing, and reporting, it saves significant time and effort for community managers or administrators.
Recognition of Contributors**: Highlighting top creators encourages engagement and recognizes individuals driving value in the community.
Trend Analysis**: The workflow helps uncover patterns in usage, enabling better decision-making for platform improvements or feature prioritization.
Scalability**: With its modular design, this workflow can be easily adapted to include additional metrics or integrate with other tools.

Nodes Used (9)

AI Agent
@n8n/n8n-nodes-langchain.agent
Basic LLM Chain
@n8n/n8n-nodes-langchain.chainLlm
Call n8n Workflow Tool
@n8n/n8n-nodes-langchain.toolWorkflow
Gmail
n8n-nodes-base.gmail
Google Drive
n8n-nodes-base.googleDrive
Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini
HTTP Request
n8n-nodes-base.httpRequest
OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi
Telegram
n8n-nodes-base.telegram