AI Agent for n8n Creators Leaderboard - Find popular workflows
Workflow Description
An intelligent agent that analyzes n8n creator data to identify and rank the most popular workflows. It retrieves information from multiple sources, processes insights using advanced language models, and publishes findings across social channels to highlight trending automation patterns.
How it works
- 1.Receive user query through the interactive chat trigger interface
- 2.Process the request with an AI Agent powered by OpenAI's language model
- 3.Extract and filter popular workflows from the n8n database or API
- 4.Sort results by engagement metrics and calculate influence scores
- 5.Generate formatted report and export to structured file output
- 6.Publish curated findings to X/Twitter and configured notification channels
Use cases
- Identify successful workflow patterns and trending automation use cases in the creator community
- Enable n8n users to discover proven solutions and best practices from top performers
- Guide product development decisions based on actual user needs and adoption patterns
- Share trending insights with the broader ecosystem to drive engagement and knowledge sharing
Requirements
- Valid OpenAI API key with access to GPT models for intelligent analysis
- Authenticated X/Twitter developer account with posting permissions
- Access to n8n workflow database through API or direct database connection
- Optional local LLM engine (Ollama) or stable cloud-based language processing infrastructure
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Details
How to Use
- 1.Click "Download Template"
- 2.Open your n8n dashboard
- 3.Go to Workflows > Import from File
- 4.Select downloaded file and configure credentials
Nodes Used (43)
stats_aggregate_creators
HTTP Request
stats_aggregate_workflows
HTTP Request
Global Variables
Set
Parse Workflow Data
Set
Parse Creators Data
Set
Take Top 25 Creators
Limit
Aggregate
Aggregate
Filter By Creator Username
Filter
gpt-4o-mini
OpenAI
When Executed by Another Workflow
Execute Workflow Trigger
When chat message received
Chat Trigger
Workflow Tool
Tool Workflow
creator-summary
Convert To File
Workflow Response
Set
n8n Creator Stats Agent
Agent
Save creator-summary.md
Read Write File
Summary Report
Set
Sticky Note
Sticky Note
Sticky Note1
Sticky Note
Sticky Note2
Sticky Note
Ollama Chat Model
Lm Chat Ollama
Sticky Note3
Sticky Note
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Sticky Note5
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Sticky Note6
Sticky Note
Sticky Note7
Sticky Note
Sticky Note8
Sticky Note
Creators Data
Set
Workflows Data
Set
Merge Creators & Workflows
Merge
Sticky Note9
Sticky Note
Split Out Creators
Split Out
Split Out Workflows
Split Out
Sort By Top Weekly Creator Inserts
Sort
Sort By Top Weekly Workflow Inserts
Sort
Take Top 300 Workflows
Limit
Sticky Note10
Sticky Note
Sticky Note11
Sticky Note
Sticky Note12
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Window Buffer Memory
Memory Buffer Window
Sticky Note13
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