AI Agent for n8n Creators Leaderboard Stats

Name: AI Agent for n8n Creators Leaderboard Stats
Rating: 5 (5 reviews)
Author: Free N8N

Beginner

8 nodes connected

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Free N8N Temples

357 views

37 downloads

AIAICommunityLLMLangchainLeaderboardReportingn8n

An AI-powered agent that generates comprehensive Markdown reports on n8n community creators and their popular workflows.

About This Workflow

This workflow leverages an AI agent to analyze and report on n8n community creators and their workflow statistics. It fetches data from publicly available JSON files on GitHub, processes this data to identify top creators and their most popular workflows, and then uses an AI model (GPT-4o-mini) to generate a detailed Markdown report. This report includes summaries, workflow tables, community analysis, and additional insights.

The workflow is triggered by a chat message or can be executed by another workflow. It uses Langchain nodes for AI interaction and standard n8n nodes for data retrieval, processing, and output.

Key Features

AI-Powered Reporting: Utilizes an AI agent (GPT-4o-mini) to generate structured Markdown reports.
Data Aggregation: Fetches creator and workflow statistics from GitHub repositories.
Top Creator Identification: Identifies and ranks top creators based on various insertion metrics.
Workflow Analysis: Details popular workflows, including visitor and inserter counts, and explains their popularity.
Markdown Formatting: Generates reports using Markdown for clear and organized presentation.
Tool Integration: Employs a custom tool (n8n_creator_stats) for retrieving specific creator statistics.
Flexibility: Can be triggered via chat or by other workflows.

How To Use

Triggering the Workflow:
- Chat Trigger: Send a message to the chatbot integrated with the @n8n/n8n-nodes-langchain.chatTrigger node.
- Workflow Execution: Trigger this workflow from another n8n workflow using the n8n-nodes-base.executeWorkflowTrigger node, passing a JSON payload with a username query parameter.
AI Agent Interaction:
- The n8n Creator Stats Agent node receives the input and uses the n8n_creator_stats tool to fetch relevant data.
- The AI agent is instructed to create a comprehensive Markdown report based on the provided data.
Data Fetching:
- The Global Variables node sets up the base URL for GitHub data.
- stats_aggregate_creators and stats_aggregate_workflows HTTP Request nodes fetch the creator and workflow data, respectively.
Data Processing:
- Nodes like Parse Creators Data, Parse Workflow Data, Take Top 25 Creators, Sort By Top Weekly Creator Inserts, etc., process and prepare the data for merging.
- Merge Creators & Workflows combines creator and workflow information based on the username.
Report Generation:
- The AI agent processes the merged data and generates a Markdown report.
Output:
- The generated report is available as output from the Summary Report node.
- The Save creator-summary.md node can save the report locally (if running n8n locally).

Apps Used

Community

LLM

Langchain

Leaderboard

Reporting

n8n

Workflow JSON

{
  "id": "e4a95e19-90b3-40d0-a2d9-021b33000618",
  "name": "AI Agent for n8n Creators Leaderboard Stats",
  "nodes": 8,
  "category": "AI",
  "status": "active",
  "version": "1.0.0"
}

Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.

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ID: e4a95e19-90b3...

About the Author

N8N_Community_Pick

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Downloads37

Rating5/5

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AI Agent for n8n Creators Leaderboard Stats

Beginner

8 nodes connected

detail.loadingPreview

Free N8N Temples

357 views

37 downloads

AIAICommunityLLMLangchainLeaderboardReportingn8n

An AI-powered agent that generates comprehensive Markdown reports on n8n community creators and their popular workflows.

About This Workflow

The workflow is triggered by a chat message or can be executed by another workflow. It uses Langchain nodes for AI interaction and standard n8n nodes for data retrieval, processing, and output.

Key Features

AI-Powered Reporting: Utilizes an AI agent (GPT-4o-mini) to generate structured Markdown reports.
Data Aggregation: Fetches creator and workflow statistics from GitHub repositories.
Top Creator Identification: Identifies and ranks top creators based on various insertion metrics.
Workflow Analysis: Details popular workflows, including visitor and inserter counts, and explains their popularity.
Markdown Formatting: Generates reports using Markdown for clear and organized presentation.
Tool Integration: Employs a custom tool (n8n_creator_stats) for retrieving specific creator statistics.
Flexibility: Can be triggered via chat or by other workflows.

How To Use

Triggering the Workflow:
- Chat Trigger: Send a message to the chatbot integrated with the @n8n/n8n-nodes-langchain.chatTrigger node.
- Workflow Execution: Trigger this workflow from another n8n workflow using the n8n-nodes-base.executeWorkflowTrigger node, passing a JSON payload with a username query parameter.
AI Agent Interaction:
- The n8n Creator Stats Agent node receives the input and uses the n8n_creator_stats tool to fetch relevant data.
- The AI agent is instructed to create a comprehensive Markdown report based on the provided data.
Data Fetching:
- The Global Variables node sets up the base URL for GitHub data.
- stats_aggregate_creators and stats_aggregate_workflows HTTP Request nodes fetch the creator and workflow data, respectively.
Data Processing:
- Nodes like Parse Creators Data, Parse Workflow Data, Take Top 25 Creators, Sort By Top Weekly Creator Inserts, etc., process and prepare the data for merging.
- Merge Creators & Workflows combines creator and workflow information based on the username.
Report Generation:
- The AI agent processes the merged data and generates a Markdown report.
Output:
- The generated report is available as output from the Summary Report node.
- The Save creator-summary.md node can save the report locally (if running n8n locally).

Apps Used

Community

LLM

Langchain

Leaderboard

Reporting

n8n

Workflow JSON

{
  "id": "e4a95e19-90b3-40d0-a2d9-021b33000618",
  "name": "AI Agent for n8n Creators Leaderboard Stats",
  "nodes": 8,
  "category": "AI",
  "status": "active",
  "version": "1.0.0"
}

Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.