AI Agents

AI Agent for n8n Creators Leaderboard - Find popular workflows

43 nodes 234 139 Automatic trigger
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Workflow Description

An AI agent that discovers the most popular workflows on the n8n platform by analyzing creator leaderboard data, ranks them by engagement metrics, and enables sharing results across social media channels with intelligent filtering.

How it works

  1. 1.Initialize the agent through a chat trigger to receive and process user inquiries
  2. 2.Aggregate workflow popularity data from the n8n platform and analyze trends using OpenAI language models
  3. 3.Sort and filter results by popularity score and engagement, storing data in memory buffers for efficient retrieval
  4. 4.Export ranked results and publish summaries to Twitter/X with formatted insights about trending workflows

Use cases

  • Identify trending automation patterns and best-practice workflows adopted by top n8n creators
  • Track emerging automation trends to inform strategy and discover collaboration opportunities within the creator community

Requirements

  • Valid OpenAI API key configured for language model analysis and workflow insight generation
  • Twitter/X API credentials with posting permissions to share workflow rankings and insights
  • Access to n8n platform data or creator leaderboard database through authenticated API endpoints

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.

Apps Used

OpenAI Twitter/X Chat Trigger Tool AI Agent Read Write File Lm Chat Ollama Sort Memory

Details

Trigger Automatic trigger
Nodes 43
Apps 9
Views 234
Downloads 139

How to Use

  1. 1.Click "Download Template"
  2. 2.Open your n8n dashboard
  3. 3.Go to Workflows > Import from File
  4. 4.Select downloaded file and configure credentials

Nodes Used (43)

/

stats_aggregate_creators

HTTP Request

#1

stats_aggregate_workflows

HTTP Request

#2

Global Variables

Set

#3

Parse Workflow Data

Set

#4

Parse Creators Data

Set

#5

Take Top 25 Creators

Limit

#6

Aggregate

Aggregate

#7

Filter By Creator Username

Filter

#8

gpt-4o-mini

OpenAI

#9

When Executed by Another Workflow

Execute Workflow Trigger

#10

When chat message received

Chat Trigger

#11

Workflow Tool

Tool Workflow

#12

creator-summary

Convert To File

#13

Workflow Response

Set

#14

n8n Creator Stats Agent

Agent

#15

Save creator-summary.md

Read Write File

#16

Summary Report

Set

#17

Sticky Note

Sticky Note

#18

Sticky Note1

Sticky Note

#19

Sticky Note2

Sticky Note

#20

Ollama Chat Model

Lm Chat Ollama

#21

Sticky Note3

Sticky Note

#22

Sticky Note4

Sticky Note

#23

Sticky Note5

Sticky Note

#24

Sticky Note6

Sticky Note

#25

Sticky Note7

Sticky Note

#26

Sticky Note8

Sticky Note

#27

Creators Data

Set

#28

Workflows Data

Set

#29

Merge Creators & Workflows

Merge

#30

Sticky Note9

Sticky Note

#31

Split Out Creators

Split Out

#32

Split Out Workflows

Split Out

#33

Sort By Top Weekly Creator Inserts

Sort

#34

Sort By Top Weekly Workflow Inserts

Sort

#35

Take Top 300 Workflows

Limit

#36

Sticky Note10

Sticky Note

#37

Sticky Note11

Sticky Note

#38

Sticky Note12

Sticky Note

#39

Window Buffer Memory

Memory Buffer Window

#40

Sticky Note13

Sticky Note

#41

Sticky Note14

Sticky Note

#42

Sticky Note15

Sticky Note

#43

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