io.github.jlucasmcrell/apify-scrapers
25 Apify public-data scrapers as MCP tools: Google Maps leads, jobs, SEC EDGAR, business registries.
Open source Open in the app JSON README (API)
About
25 Apify public-data scrapers as MCP tools: Google Maps leads, jobs, SEC EDGAR, business registries.
Details
- Kind
- MCP servers
- Topic
- Maps, weather & travel
- Publisher
- jlucasmcrell
- Origin
- official
- Category
- ferramentas
- Transport
- local
- Version
- 1.0.6
- Last push
- 2026-09-11T23:45:28Z
- Repository state
- ativo
- Language
- Python
- License
- MIT
- Added
- 2026-09-11 00:05:07
- Updated
- 2026-09-13 18:05:30
- Origin id
io.github.jlucasmcrell/apify-scrapers
README
<!-- mcp-name: io.github.jlucasmcrell/apify-scrapers -->
mcp-name: io.github.jlucasmcrell/apify-scrapers
# Apify Public Data Scrapers & Extractors
[](https://www.python.org/downloads/)
[](https://nodejs.org/)
[](https://apify.com/captainhandsome)
[](https://glama.ai/mcp/servers/jlucasmcrell/apify-scrapers)
[](https://opensource.org/licenses/MIT)
A curated collection of reliable, production-ready scrapers and public-data extractors hosted on the **[Apify Store](https://apify.com/captainhandsome)**.
Each actor is built with strict schema validation, deterministic field mapping, self-healing DOM selectors, and pay-per-event pricing starting at **$0.0002 / start**.
---
## Quick Navigation
- [Available Extractors & Store Listings](#available-extractors--store-listings)
- [Python Quickstart](#python-quickstart)
- [Node.js Quickstart](#nodejs-quickstart)
- [No-Code & Automation Workflows (n8n, Sheets, Slack)](#no-code--automation-workflows)
- [Pre-Built Example Tasks (Zero Code)](#pre-built-example-tasks-zero-code)
- [Free Sample Datasets](#free-sample-datasets)
- [AI Agent & MCP Integration (Claude Desktop, Cursor, Custom Agent)](#ai-agent--mcp-integration)
- [In-Depth Engineering Guides](#in-depth-engineering-guides)
- [Repository Structure](#repository-structure)
- [Contributing & Author](#author--support)
---
## Available Extractors & Store Listings
| Tool | Store Link | Key Output Fields | Best For |
|---|---|---|---|
| **Google Maps Business Leads** | [`captainhandsome/google-maps-business-search`](https://apify.com/captainhandsome/google-maps-business-search) | Name, phone, website, rating, reviews, address, coordinates, hours | B2B lead generation, local agency prospecting |
| **Glassdoor Jobs & Salaries** | [`captainhandsome/glassdoor-jobs-scraper`](https://apify.com/captainhandsome/glassdoor-jobs-scraper) | Title, company, salary estimate, rating, location, job URL, posting date | Hiring intelligence, compensation benchmarking |
| **Airbnb Vacation Rentals** | [`captainhandsome/airbnb-listings-search`](https://apify.com/captainhandsome/airbnb-listings-search) | Title, room type, nightly price, rating, reviews count, listing URL | Real estate research, market rate tracking |
| **SEC EDGAR Corporate Filings** | [`captainhandsome/sec-edgar-filings-search`](https://apify.com/captainhandsome/sec-edgar-filings-search) | Ticker, CIK, form (10-K, 10-Q, 8-K), filing date, primary document URL | Financial diligence, equity research, compliance |
| **USAspending Federal Awards** | [`captainhandsome/usaspending-federal-awards`](https://apify.com/captainhandsome/usaspending-federal-awards) | Recipient vendor, award amount, awarding agency, description, dates | Government contracting, procurement intel |
| **LinkedIn Public Jobs** | [`captainhandsome/linkedin-public-jobs-search`](https://apify.com/captainhandsome/linkedin-public-jobs-search) | Job title, employer, location, direct apply URL, posting age | Recruitment, tech talent monitoring |
| **Google Play App Reviews** | [`captainhandsome/google-play-reviews-scraper`](https://apify.com/captainhandsome/google-play-reviews-scraper) | Review text, star score, thumbs up, date, reviewer name | App store sentiment, competitor feedback |
| **YouTube Video Search** | [`captainhandsome/youtube-search-scraper`](https://apify.com/captainhandsome/youtube-search-scraper) | Title, video URL, channel, views count, duration, publish date | Content tracking, creator outreach |
| **Twitch Live Streams** | [`captainhandsome/twitch-live-streams-scraper`](https://apify.com/captainhandsome/twitch-live-streams-scraper) | Streamer username, title, viewer count, language, category | Esports analytics, live stream monitoring |
| **US Contractor Licenses** | [`captainhandsome/us-contractor-license-search`](https://apify.com/captainhandsome/us-contractor-license-search) | Contractor name, license number, classification, status, state | Trades verification, subcontractor diligence |
| **US Business Entity Registries** | [`captainhandsome/us-business-entity-search`](https://apify.com/captainhandsome/us-business-entity-search) | Legal entity name, filing number, jurisdiction, status | Legal due diligence, corporate registration checks |
---
## Python Quickstart
### 1. Install dependencies
```bash
pip install apify-client pandas python-dotenv
```
### 2. Export 50 Google Maps Leads to CSV
```python
import os
from apify_client import ApifyClient
import pandas as pd
# Get your API token from https://console.apify.com/account/integrations
client = ApifyClient(os.getenv("APIFY_TOKEN"))
# Run the actor
run = client.actor("captainhandsome/google-maps-business-search").call(run_input={
"search_query": "commercial electricians",
"location": "Dallas, Texas",
"max_items": 50,
"include_details": True,
})
# Fetch dataset items and export to CSV
items = list(client.dataset(run["defaultDatasetId"]).iterate_items())
df = pd.DataFrame(items)
df.to_csv("dallas_electricians.csv", index=False)
print(f"Exported {len(df)} leads to dallas_electricians.csv")
```
See [examples/google_maps_leads_to_csv.py](examples/google_maps_leads_to_csv.py) for the full script.
---
## Node.js Quickstart
### 1. Install dependencies
```bash
npm install apify-client
```
### 2. Query SEC EDGAR Filings
```javascript
import { ApifyClient } from 'apify-client';
const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
const run = await client.actor('captainhandsome/sec-edgar-filings-search').call({
companies: ['AAPL', 'NVDA', 'MSFT'],
forms: ['10-K'],
max_items: 15,
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach(filing => {
console.log(`[${filing.ticker}] ${filing.form} (${filing.filing_date}): ${filing.primary_document_url}`);
});
```
See [examples/sec_filings.js](examples/sec_filings.js) for the full script.
---
## No-Code & Automation Workflows
If you automate via n8n, Make, Zapier, or Google Sheets, ready-to-import blueprints are included in [`workflows/`](workflows/):
- **[Google Maps Leads to Google Sheets (n8n)](workflows/n8n_google_maps_to_sheets.json):** Daily automated cron scrape piping HVAC/trade leads directly into Google Sheets with deduplication.
- **[SEC EDGAR 10-K & 8-K Alerts to Slack (n8n)](workflows/n8n_sec_edgar_to_slack.json):** Hourly monitor alerting Slack or Discord when watchlisted public companies drop new filings.
---
## Pre-Built Example Tasks (Zero Code)
If you prefer runnable web UI tasks without writing any code, each actor includes pre-configured tasks published on Apify Store:
### Google Maps Leads
- [Phoenix HVAC Company Leads](https://apify.com/captainhandsome/google-maps-business-search/tasks/phoenix-hvac-company-leads)
- [Dallas Commercial Electrician Leads](https://apify.com/captainhandsome/google-maps-business-search/tasks/dallas-commercial-electrician-leads)
- [Chicago Italian Restaurants & Reviews](https://apify.com/captainhandsome/google-maps-business-search/tasks/chicago-italian-restaurants)
### Glassdoor Jobs
- [Austin Software Engineer Jobs](https://apify.com/captainhandsome/glassdoor-jobs-scraper/tasks/austin-software-engineer-jobs)
- [Remote Product Manager Jobs](https://apify.com/captainhandsome/glassdoor-jobs-scraper/tasks/remote-product-manager-jobs)
- [New York Data Scientist Postings](https://apify.com/captainhandsome/glassdoor-jobs-scraper/tasks/new-york-data-scientist-jobs)
### Airbnb Rentals
- [Nashville Vacation Rental Listings](https://apify.com/captainhandsome/airbnb-listings-search/tasks/nashville-vacation-rentals)
- [Miami Beach Condos & Apartments](https://apify.com/captainhandsome/airbnb-listings-search/tasks/miami-beach-condos)
- [Austin Downtown Rental Market](https://apify.com/captainhandsome/airbnb-listings-search/tasks/austin-airbnb-listings)
### YouTube & Google Play
- [Small Business Marketing Videos](https://apify.com/captainhandsome/youtube-search-scraper/tasks/small-business-marketing-videos)
- [Python Web Scraping Tutorials](https://apify.com/captainhandsome/youtube-search-scraper/tasks/python-web-scraping-tutorials)
- [Instagram 1-Star Play Store Reviews](https://apify.com/captainhandsome/google-play-reviews-scraper/tasks/instagram-one-star-reviews)
---
## Free Sample Datasets
Looking for clean data to benchmark, analyze, or train models? Verified sample bundles with metadata schemas are available in [`datasets/`](datasets/) and hosted publicly on Hugging Face Datasets:
1. **Phoenix HVAC Contractor Leads:** [`datasets/phoenix_hvac_leads/`](datasets/phoenix_hvac_leads/) | [Hugging Face Hub](https://huggingface.co/datasets/joeygambino/phoenix-hvac-contractor-leads) (20 verified HVAC contractor profiles with ratings, addresses, and phone numbers).
2. **California Licensed Contractors:** [`datasets/california_solar_contractors/`](datasets/california_solar_contractors/) | [Hugging Face Hub](https://huggingface.co/datasets/joeygambino/california-licensed-contractors) (Active C-46 and B licensed solar installers with state verification numbers).
3. **Austin Software Engineer Postings:** [`datasets/austin_software_jobs/`](datasets/austin_software_jobs/) | [Hugging Face Hub](https://huggingface.co/datasets/joeygambino/austin-software-engineer-jobs) (Normalized job listings with estimated posting dates and salary ranges).
---
## AI Agent & MCP Integration
All actors in this repository conform to OpenAPI and JSON Schema standards, making them directly callable by AI agents via the Model Context Protocol (MCP):
### Option 1: Claude Desktop / Cursor with UVX (Recommended)
Add this to your `claude_desktop_config.json` or Cursor MCP settings:
```json
{
"mcpServers": {
"apify-data-scrapers": {
"command": "uvx",
"args": ["apify-data-scrapers"],
"env": {
"APIFY_TOKEN": "YOUR_APIFY_API_TOKEN"
}
}
}
}
```
### Option 2: Docker Container (Glama / Cloud)
Run via Docker:
```json
{
"mcpServers": {
"apify-data-scrapers": {
"command": "docker",
"args": ["run", "-i", "--rm", "-e", "APIFY_TOKEN", "glcr.b-cdn.net/jlucasmcrell/apify-scrapers:latest"],
"env": {
"APIFY_TOKEN": "YOUR_APIFY_API_TOKEN"
}
}
}
}
```
### Option 3: Local Python Stdio Runner
Install via pip or run directly:
```bash
pip install apify-data-scrapers
export APIFY_TOKEN="your_token_here"
apify-data-scrapers
```
Or from local source:
```bash
python mcp_server.py
```
### Agent Prompts That Work Out-of-the-Box:
- *"Search Google Maps for 50 commercial roofers in Atlanta with phone numbers and websites."*
- *"Retrieve Apple and Microsoft Form 10-K filings from SEC EDGAR for the last 2 years."*
- *"Search Glassdoor for remote product manager jobs with salary estimates."*
---
## In-Depth Engineering Guides
Technical case studies and problem-solution writeups are located in [`articles/`](articles/):
- **[Bypassing Playwright Headless Pagination Hurdles on Airbnb](articles/airbnb_playwright_pagination_guide.md):** How to solve sticky overlay modal interruptions and viewport boundary clipping in large headless browser crawls.
- **[Extracting & Normalizing Clean Job Posting Dates from Glassdoor](articles/glassdoor_posting_dates_guide.md):** Overcoming relative timestamp drift (\"24h\", \"3d\", \"30d+\") with deterministic parsing and ISO-8601 boundary tracking.
---
## Repository Structure
```text
apify-scrapers/
README.md # Documentation and quickstart
LICENSE # MIT License
requirements.txt # Python client dependencies
package.json # Node.js dependencies
mcp.json # MCP tool registry specification
mcp_server.py # Native Python stdio MCP server
articles/ # In-depth engineering case studies
airbnb_playwright_pagination_guide.md
glassdoor_posting_dates_guide.md
reddit_community_responses.md # Reference technical answers for forums
datasets/ # Sample benchmark datasets
phoenix_hvac_leads/
california_solar_contractors/
austin_software_jobs/
workflows/ # No-code automation templates
n8n_google_maps_to_sheets.json
n8n_sec_edgar_to_slack.json
README.md
examples/ # Standalone developer scripts
google_maps_leads_to_csv.py
sec_edgar_filings_downloader.py
glassdoor_jobs_tracker.py
airbnb_market_scraper.py
usaspending_defense_awards.py
twitch_live_stream_monitor.py
google_maps_leads.js
sec_filings.js
```
---
## Author & Support
Maintained by **[Joseph McRell](https://apify.com/captainhandsome)**.
- **Apify Store:** [https://apify.com/captainhandsome](https://apify.com/captainhandsome)
- **GitHub:** [@jlucasmcrell](https://github.com/jlucasmcrell)
- **Hugging Face:** [@joeygambino](https://huggingface.co/joeygambino)
- **Issues & Requests:** Please open an issue on this repository or submit a ticket on the respective Apify Actor Store page.
---
## License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.