AI Agents

Discover and rank popular n8n workflows using AI Agent

43 nodes 244 142 Automatic trigger
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Workflow Description

An AI Agent that extracts popular workflow data from the n8n community, analyzes it using OpenAI and Ollama models, ranks results by popularity metrics, saves data to files, and shares top findings via X in automated reports.

How it works

  1. 1.Trigger the agent through chat interface to request popular workflow discovery
  2. 2.Process queries using AI models (OpenAI and Ollama) to extract and analyze workflow data
  3. 3.Sort and rank workflows based on popularity and performance metrics
  4. 4.Save processed data to files and publish summary results to X

Use cases

  • Track trending workflows in the n8n community and monitor adoption patterns
  • Create dynamic leaderboards ranking creators and their most-used automations
  • Analyze workflow usage patterns to identify emerging use cases and best practices

Requirements

  • OpenAI API keys or local Ollama setup for natural language processing
  • Active X (Twitter) account configured for automated posting
  • Access to n8n workflow data via API or external data source

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 244
Downloads 142

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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