CrawlKit Scrapers

Extrae reseñas de Booking.com y Amazon, Zillow, Reddit, Google Jobs/News/Flights mediante el MCP de Apify

Documentación

CrawlKit Scrapers

Apify Store MCP License: MIT Listed on mcpservers.org

29 production scrapers for e-commerce, travel, real estate, jobs, social media, finance and more. All Actors run on Apify — no infrastructure to manage, pay per result.

Quick Start

pip install httpx
export APIFY_TOKEN="your_api_token_here"
python examples/booking.py

Get your API token at console.apify.com/account#/integrations.

Actors

E-commerce

ActorPrice/resultDescription
AliExpress Scraper$0.0063Product search: title, price, discount, rating, store
Amazon Reviews Scraper$0.0042Product reviews: rating, text, date, verified — 9 marketplaces
Best Buy Scraper$0.0017Products: price, regular price, savings, rating, brand, model, stock
Google Shopping Scraper$0.0024Shopping results: prices, sellers, ratings — 12 countries
OfferUp Scraper$0.0014Marketplace listings: price, condition, location, seller, photos — US
Shopify Scraper$0.0007Store products: prices, variants, stock, images, tags
Vinted Scraper$0.0007Listings: price with fees, brand, size, condition — 23 countries
Walmart Scraper$0.0031Product search/pages: price, rating, seller, availability
Wayfair Scraper$0.0010Furniture & home products: price, discount, rating, brand, delivery

Travel

ActorPrice/resultDescription
Airbnb Scraper$0.0028Search results: listing, price, rating, reviews, room type
Booking.com Scraper$0.0035Hotel search: name, price, rating, stars, district, coordinates
Google Flights Scraper$0.00017Flight fares: price, airline, times, duration, stops

Food & Local

ActorPrice/resultDescription
Grubhub Scraper$0.0035Restaurants: rating, delivery fee and time, address, optional full menu — US

Real Estate

ActorPrice/resultDescription
Realtor.com Scraper$0.0007Property listings: price, beds, baths, sqft, coordinates
Zillow Scraper$0.0016Listings: price, Zestimate, beds, baths, sqft

Jobs

ActorPrice/resultDescription
Google Jobs Scraper$0.0063Job listings: title, company, location, salary, apply links
Indeed Jobs Scraper$0.0005Job listings: title, company, salary — 6 countries
Glassdoor Scraper$0.0023Company reviews + salary ranges by title

Social Media

ActorPrice/resultDescription
Reddit Scraper$0.0028Subreddit posts/comments: title, text, author, date
Telegram Channel Scraper$0.0035Public channel messages: text, dates, views, media
YouTube Transcript Scraper$0.0035Video transcripts with timestamps + metadata + comments

Reviews

ActorPrice/resultDescription
App Store Reviews Scraper$0.00007iOS + Google Play reviews: text, rating, date, app version
Trustpilot Reviews Scraper$0.00048Reviews + company TrustScore, review count
Yelp Scraper$0.0035Business reviews: name, address, rating, review text

Finance

ActorPrice/resultDescription
SEC EDGAR & Yahoo Finance$0.00035SEC filings (10-K, 10-Q, 8-K) + stock quotes + financials

Search & Tech

ActorPrice/resultDescription
Bing & DuckDuckGo SERP$0.0031Search results: titles, URLs, snippets, positions
Google News Scraper$0.0028News articles: headlines, sources, dates, URLs
Google Trends Scraper$0.0021Interest over time + related queries, up to 5 keywords
Tech Stack Detector$0.0016Website tech stack: CMS, frameworks, analytics, CDN, hosting

MCP Integration

The public CrawlKit Actors are available as MCP tools through Apify's hosted MCP server, restricted to CrawlKit with the actors parameter, so AI agents (Claude, Cursor, etc.) see only these tools. Sign in with Apify OAuth or send your Apify API token.

Endpoint: the url in server.json (https://mcp.apify.com/?actors=sweet_stickball/booking-scraper,...). Also listed on the official MCP Registry as io.github.CrawlKit560/crawlkit-scrapers.

See tutorials/mcp_integration.md for setup instructions.

Examples

FileWhat it does
booking.pyScrape hotels in Paris from Booking.com
amazon_reviews.pyFetch product reviews from Amazon
youtube.pyExtract a video transcript from YouTube
google_trends.pyGet interest-over-time data for keywords
zillow.pyScrape real estate listings from Zillow

All examples use httpx + the Apify REST API. No SDK required.

Tutorials

  • Getting Started — API token, first run, reading results
  • MCP Integration — Connect CrawlKit to Claude, Cursor and other AI agents
  • Pricing — Pay-per-result model, tiers, volume discounts

License

MIT