๐Ÿค–๐Ÿง‘โ€๐Ÿ’ป AI Agent for Top n8n Creators Leaderboard Reporting

For n8n, this automated workflow generates daily reports on the top creators and workflows, aggregating data from various sources to highlight community trends. It identifies the top 10 creators based on weekly contributions and the top 50 workflows, providing insights into user engagement. Reports are formatted in Markdown, saved locally, and can be shared via email or Google Drive, streamlining the reporting process and fostering community recognition.

7/4/2025
49 nodes
Complex
schedulecomplexaggregatelangchainexecuteworkflowtriggerconverttofilereadwritefilesticky notesplitoutschedule triggergoogle drivemarkdowngmailtelegramautomationadvancedapiintegrationfilesstoragecroncommunicationbot
Categories:
Business Process AutomationCommunication & MessagingSchedule TriggeredComplex Workflow
Integrations:
AggregateLangChainExecuteWorkflowTriggerConvertToFileReadWriteFileSticky NoteSplitOutSchedule TriggerGoogle DriveMarkdownGmailTelegram

Target Audience

Target Audience


- n8n Creators: Individuals who develop workflows using n8n and want to analyze their contributions to the community.
- Community Managers: Those responsible for managing and promoting the n8n community, looking for insights into user engagement and popular workflows.
- Developers: Programmers interested in leveraging n8n for automating tasks and integrating various services.
- Data Analysts: Professionals who require data-driven insights on workflow effectiveness and creator contributions.
- Project Managers: Individuals overseeing projects that involve automation and workflow management within the n8n platform.

Problem Solved

Problem Solved


This workflow addresses the challenge of aggregating and analyzing data related to n8n creators and their workflows. It provides:
- Insights into Top Contributors: Identifies the most impactful creators based on metrics like unique weekly and monthly inserters.
- Workflow Effectiveness: Analyzes which workflows are most popular, helping users understand community needs and preferences.
- Automated Reporting: Eliminates the manual effort of collecting and compiling data, allowing users to focus on improving workflows and community engagement.
- Regular Updates: Automates the process to ensure that reports reflect the most current data, enhancing decision-making.

Workflow Steps

Workflow Steps


1. Schedule Trigger: The workflow is set to run daily at 10 PM to ensure timely updates.
2. Data Retrieval: It fetches JSON files containing statistics about creators and workflows from a GitHub repository using HTTP requests.
3. Data Parsing: The retrieved data is parsed to extract relevant details about creators and workflows, such as usernames, workflow names, and engagement metrics.
4. Sorting and Limiting: The data is sorted to identify the top 10 creators and top 50 workflows based on unique inserters and visitors.
5. Aggregation: The workflow merges creator and workflow data to provide a comprehensive overview.
6. Report Generation: It generates a detailed Markdown report summarizing the findings and insights.
7. Output Options: Reports are saved locally, sent via email, and shared on Google Drive and Telegram, ensuring accessibility.

Customization Guide

Customization Guide


- Change Schedule: Modify the Schedule Trigger node to adjust the frequency of report generation based on your needs.
- Update Data Sources: If the GitHub repository changes, update the URLs in the Global Variables node to point to the new data files.
- Modify Report Content: Customize the Markdown report structure by editing the n8n Creators Stats Agent parameters to include or exclude specific insights.
- Email and Telegram Settings: Update the Gmail and Telegram nodes with your credentials and target recipients to ensure reports are sent to the right audience.
- Add Additional Metrics: Enhance the workflow by integrating more data points or metrics that are relevant to your analysis, such as additional engagement statistics.