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wtf is n8n-workflow-templates?

mfrostbutter/n8n-workflow-templates — explained in plain English

Analysis updated 2026-05-18

16PythonAudience · vibe coderComplexity · 3/5LicenseSetup · moderate

TL;DR

A library of ready-to-import n8n automation workflows for tasks like document search, AI image generation, security alerts, and lead outreach.

Mindmap

mindmap
  root((n8n Workflow Templates))
    What it does
      Ready-made n8n automations
      Import JSON and connect credentials
      Covers many use cases
    Tech stack
      n8n
      Python
      Qdrant
      Claude AI
    Use cases
      Document to vector search
      AI product photos
      Security alert triage
      Lead scoring and outreach
    Audience
      Automation builders
      Small business owners
      Vibe coders

Code map

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filefunction / class

Why would anyone build with this?

REASON 1

Import a workflow that turns Google Drive documents into searchable AI-ready data.

REASON 2

Automatically generate styled product photos from a plain image using AI.

REASON 3

Set up an AI-powered security alert triage pipeline from Wazuh alerts to Slack.

REASON 4

Run an automated cold-email outreach sequence for scored sales leads.

What's in the stack?

n8nPythonQdrantClaudeAirtable

How it stacks up

mfrostbutter/n8n-workflow-templates920linjerry-stack/capital-studioadya84/ha-world-cup-2026
Stars161616
LanguagePythonPythonPython
Setup difficultymoderateeasyeasy
Complexity3/53/52/5
Audiencevibe coderresearchergeneral

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · moderate Time to first run · 1h+

Needs an n8n instance plus your own API credentials for each connected service.

Wtf does this do

This repository is a collection of ready-made automation workflows for n8n, a tool that lets people connect apps and services together without writing much code. Instead of building an automation from scratch, you import one of these workflows as a JSON file, connect your own accounts and API keys, and it is ready to run. Each workflow lives in its own folder with its own instructions covering setup and any tricky details. The collection covers a wide range of tasks. One workflow watches a Google Drive folder and turns documents like PDFs, Word files, or spreadsheets into searchable, tagged data stored in a vector database for AI search. Another turns a plain product photo into a styled studio-quality image using an AI model. Another reads security alerts from a monitoring tool called Wazuh and has an AI summarize the risk and suggest commands to investigate. There is also a fully automated social media poster that writes captions, generates images, and publishes to Facebook and Instagram on a schedule. Several workflows focus on sales and outreach. One pulls business leads from a Google Maps scrape, scores them, and only spends money looking up contact details for the most promising ones. A companion workflow then sends those leads a sequence of AI written follow up emails, pausing automatically if someone replies or unsubscribes. Another workflow takes a YouTube video link, pulls out the captions, and has an AI turn them into a structured research document saved to Google Drive. To use any of these, you open the workflow's JSON file, import it into n8n, and connect your own credentials since none are bundled with the templates. The project is released under the MIT license, so anyone can use, modify, or redistribute the workflows freely.

Yoink these prompts

Prompt 1
Walk me through importing the Document Fabric workflow into my n8n instance.
Prompt 2
Explain what credentials I need to set up the AI Product Photo Studio workflow.
Prompt 3
Help me understand how the Apollo Lead Enrichment workflow scores and filters leads.
Prompt 4
Show me how to customize the Autonomous Social Media Pipeline for my own brand.

Frequently asked questions

wtf is n8n-workflow-templates?

A library of ready-to-import n8n automation workflows for tasks like document search, AI image generation, security alerts, and lead outreach.

What language is n8n-workflow-templates written in?

Mainly Python. The stack also includes n8n, Python, Qdrant.

How hard is n8n-workflow-templates to set up?

Setup difficulty is rated moderate, with roughly 1h+ to a first successful run.

Who is n8n-workflow-templates for?

Mainly vibe coder.

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