# n8n Workflow Templates & Creators Scraper — Automation Leads (`spotless_studios/n8n-templates-scraper`) Actor

Scrape 5,900+ AI agent and automation workflow templates from the official n8n Templates catalog. Captures workflow views, creator profiles, verified agency websites & social links, integrated app nodes, categories, purchase URLs, and optional full exportable n8n workflow JSON.

- **URL**: https://apify.com/spotless_studios/n8n-templates-scraper.md
- **Developed by:** [Spotless Studios](https://apify.com/spotless_studios) (community)
- **Categories:** AI, Automation, Lead generation
- **Security:** Limited permissions
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.50 / 1,000 n8n workflow template extracteds

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## n8n Workflow Templates & Creators Scraper (Automation Leads & Node Graphs)

Scrape 5,900+ AI agent and automation workflow templates from the official **[n8n Templates Catalog](https://n8n.io/workflows/)**. Captures **workflow views**, **recent trending views**, **creator profiles**, **verified agency websites & social links**, **integrated app nodes**, **categories**, **paid template purchase URLs**, and **optional full importable n8n workflow JSON**.

Built for **AI automation agencies**, **B2B integration partnerships**, **n8n consultant lead generation**, and **AI agent training datasets**.

***

### What Does This Scraper Extract?

| Field | Type | Description |
|---|---|---|
| `workflowId` | `number` | Unique n8n workflow template ID (`6270`) |
| `name` | `string` | Workflow template title |
| `description` | `string \| null` | Plain-text workflow explanation and setup guide |
| `totalViews` | `number` | Cumulative template views |
| `recentViews` | `number` | Recent trending views |
| `isPaidTemplate` | `boolean` | Whether the template requires purchase |
| `purchaseUrl` | `string \| null` | External Gumroad / Stripe purchase link for paid templates |
| `creatorName` | `string \| null` | Creator or automation agency display name |
| `creatorUsername` | `string \| null` | Creator n8n handle |
| `creatorVerified` | `boolean` | Whether the creator is verified by n8n |
| `creatorBio` | `string \| null` | Creator biography / agency pitch |
| `creatorLinks` | `string[]` | Creator agency websites, LinkedIn, YouTube, and X links |
| `nodeCount` | `number` | Number of functional nodes in the workflow |
| `nodeNames` | `string[]` | Integrated services (`["OpenAI Chat Model", "Telegram", "Postgres"]`) |
| `categories` | `string[]` | Template categories (`["AI", "Sales", "Marketing"]`) |
| `templateUrl` | `string` | Direct n8n workflow page URL |
| `workflowJson` | `object \| null` | Complete importable n8n workflow graph JSON (when `includeRawWorkflowJson: true`) |
| `scrapedAt` | `string` | ISO-8601 extraction timestamp |

***

### Input Example

```json
{
  "searchQuery": "ai agent",
  "category": "AI",
  "minViews": 1000,
  "enrichWorkflowDetails": true,
  "includeRawWorkflowJson": false,
  "maxResults": 50
}
```

***

### More from Spotless Studios

**[All actors on Apify](https://apify.com/spotless_studios)** · Support: spotless.studios.info@gmail.com

| Actor | Best for |
|-------|----------|
| [SLED Government Bids](https://apify.com/spotless_studios/sled-procurement-scraper) | Daily US gov RFP / bid alerts |
| [Webflow Experts](https://apify.com/spotless_studios/webflow-experts-scraper) | Webflow agency & freelancer leads |
| [Stripe Partners](https://apify.com/spotless_studios/stripe-partners-scraper) | Stripe implementation partner lists |
| [UK Planning Applications](https://apify.com/spotless_studios/uk-planning-applications-scraper) | UK planning leads + agent contacts |
| [Product Hunt](https://apify.com/spotless_studios/product-hunt-scraper) | Every PH launch + makers / websites |
| [Duunitori Jobs](https://apify.com/spotless_studios/duunitori-jobs-scraper) | Finland job listings |
| [Clutch Agencies](https://apify.com/spotless_studios/clutch-agencies-scraper) | Clutch agency prospecting |
| [Skool Communities](https://apify.com/spotless_studios/skool-communities-scraper) | Skool community & creator leads |

# Actor input Schema

## `searchQuery` (type: `string`):

Search n8n workflows by keyword (e.g. "ai agent", "whatsapp", "telegram", "scrape", "hubspot", "slack", "supabase"). Leave empty for all.

## `category` (type: `string`):

Filter by n8n category (e.g. "AI", "Sales", "Marketing", "Support", "DevOps").

## `minViews` (type: `integer`):

Only keep templates with at least this many total views (0 = no minimum).

## `enrichWorkflowDetails` (type: `boolean`):

Fetch `/api/templates/workflows/<id>` to extract creator bio/links, categories, node count, and optionally the raw importable n8n workflow JSON.

## `includeRawWorkflowJson` (type: `boolean`):

When enrichWorkflowDetails is enabled, attach the complete `workflowJson` object ready to import into n8n.

## `workflowIds` (type: `array`):

Specific n8n template IDs or URLs (e.g. "6270" or "https://n8n.io/workflows/6270-build-your-first-ai-agent/").

## `includeKeywords` (type: `array`):

Keep items whose text fields contain these words. /regex/ supported.

## `excludeKeywords` (type: `array`):

Drop items containing any of these words or /regex/.

## `keywordMatch` (type: `string`):

Require any or all include keywords.

## `onlyNewItems` (type: `boolean`):

Remember items from previous runs and save only ones not seen before.

## `stateKey` (type: `string`):

Separate memory per saved search.

## `maxResults` (type: `integer`):

Stop after saving this many items.

## `outputPreset` (type: `string`):

Quickly choose how much data to save per record: full record, lean summary, or contacts & links only.

## `outputFields` (type: `array`):

Save only these fields, in this order. Supports nested dot-paths. Empty keeps all fields from the selected preset.

## `excludeFields` (type: `array`):

Remove specific fields from each saved record to keep datasets compact.

## `includeEmptyFields` (type: `boolean`):

When turned off, strips null, empty strings, empty arrays, and empty objects from every saved record.

## `requiredFields` (type: `array`):

Only save (and only pay for) records where every listed field has a non-empty value.

## `maxConcurrency` (type: `integer`):

Requests fetched in parallel.

## `maxRequestRetries` (type: `integer`):

Retries per request.

## `requestTimeoutSecs` (type: `integer`):

Timeout per request.

## `proxyConfiguration` (type: `object`):

Optional; direct connection is tried first.

## `proxyEscalation` (type: `boolean`):

If the site blocks the run, automatically step up from direct to Apify datacenter, then residential proxy.

## Actor input object example

```json
{
  "searchQuery": "ai",
  "category": "",
  "minViews": 0,
  "enrichWorkflowDetails": true,
  "includeRawWorkflowJson": false,
  "workflowIds": [],
  "keywordMatch": "any",
  "onlyNewItems": false,
  "stateKey": "default",
  "maxResults": 25,
  "outputPreset": "full",
  "includeEmptyFields": true,
  "maxConcurrency": 6,
  "maxRequestRetries": 4,
  "requestTimeoutSecs": 45,
  "proxyConfiguration": {
    "useApifyProxy": false
  },
  "proxyEscalation": true
}
```

# Actor output Schema

## `items` (type: `string`):

Scrape 5,900+ AI agent and automation workflow templates from the official n8n Templates catalog. Captures workflow views, creator profiles, verified agency websites & social links, integrated app nodes, categories, purchase URLs, and optional full exportable n8n workflow JSON.

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "searchQuery": "ai",
    "maxResults": 25,
    "proxyConfiguration": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("spotless_studios/n8n-templates-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "searchQuery": "ai",
    "maxResults": 25,
    "proxyConfiguration": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("spotless_studios/n8n-templates-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "searchQuery": "ai",
  "maxResults": 25,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}' |
apify call spotless_studios/n8n-templates-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,spotless_studios/n8n-templates-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/RDqHaUlSGbDJFpv7c/builds/Vklpdfg5xxYcQn6ey/openapi.json