CrawlKit Scrapers
io.github.CrawlKit560Published by GitHub account CrawlKit560v1.0.2Updated Nov 5, 2026
58 scrapers via Apify MCP: Booking, Airbnb, Amazon, Google, Zillow, Indeed, Yelp, Reddit, Vinted
Overview
Hosted Apify MCP endpoint exposing CrawlKit's web scrapers for e-commerce, travel, real estate, jobs, social media, reviews, finance and search.
- What you can do
- Run scrapers for e-commerce and marketplace products, prices, stock and reviews across Amazon, Walmart, AliExpress, Shopify and similar sites
- Collect travel and local data: hotel and Airbnb listings, flight fares, restaurant details
- Gather real estate listings and job postings with salary and company details
- Pull social media content such as subreddit posts, public Telegram channel messages and YouTube transcripts
- Retrieve reviews and ratings from app stores, Trustpilot and Yelp
- Fetch finance data from SEC filings and Yahoo Finance, plus search results, news, trends and website tech stacks
- When to use it
- Useful when an assistant needs structured public web data at scale — price and product comparisons, travel or property research, job market scans, review sentiment, or news and search result collection — without building and maintaining scrapers.
- Requirements
- Remote MCP endpoint at mcp.apify.com, restricted to CrawlKit actors. Requires an Apify account and either OAuth sign-in or an Apify API token sent in the Authorization header. Usage is billed per result by Apify.
Installation
In SourceWeft
- Open CrawlKit Scrapers in the dashboard and add it to a workspace.
- Connect the required credentials. They are stored privately and never shown on public pages.
- Enable the server for the chats that should use its tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Use with an agent
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/io.github.CrawlKit560%2Fcrawlkit-scrapers/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Other MCP clients
Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.
{
"mcpServers": {
"crawlkit-scrapers": {
"type": "http",
"url": "https://mcp.apify.com/?actors=sweet_stickball/booking-scraper,sweet_stickball/airbnb-scraper,sweet_stickball/amazon-reviews-scraper,sweet_stickball/aliexpress-scraper,sweet_stickball/google-shopping-scraper,sweet_stickball/wayfair-scraper,sweet_stickball/bestbuy-scraper,sweet_stickball/zillow-scraper,sweet_stickball/reddit-scraper,sweet_stickball/google-jobs-scraper,sweet_stickball/indeed-job-scraper,sweet_stickball/yelp-scraper,sweet_stickball/grubhub-scraper,sweet_stickball/offerup-scraper,sweet_stickball/vinted-scraper,sweet_stickball/google-news-scraper,sweet_stickball/google-flights-scraper,sweet_stickball/shopify-store-scraper,sweet_stickball/telegram-public-channel-scraper,sweet_stickball/bing-ddg-serp,sweet_stickball/airbnb-reviews-scraper,sweet_stickball/amazon-bestsellers-scraper,sweet_stickball/amazon-product-scraper,sweet_stickball/app-store-reviews-scraper,sweet_stickball/ats-jobs-scraper,sweet_stickball/bluesky-scraper,sweet_stickball/booking-reviews-scraper,sweet_stickball/contact-details-scraper,sweet_stickball/eventbrite-scraper,sweet_stickball/glassdoor-scraper,sweet_stickball/google-ads-transparency-scraper,sweet_stickball/google-hotels-scraper,sweet_stickball/google-images-scraper,sweet_stickball/google-maps-scraper,sweet_stickball/google-patents-scraper,sweet_stickball/google-play-apps-scraper,sweet_stickball/google-play-reviews-scraper,sweet_stickball/google-trends-scraper,sweet_stickball/investing-scraper,sweet_stickball/realtor-scraper,sweet_stickball/remote-jobs-scraper,sweet_stickball/resy-scraper,sweet_stickball/sec-edgar-yahoo-finance,sweet_stickball/seek-job-scraper,sweet_stickball/spotify-scraper,sweet_stickball/substack-scraper,sweet_stickball/tech-stack-scanner,sweet_stickball/ted-tenders-scraper,sweet_stickball/thefork-scraper,sweet_stickball/thumbtack-scraper,sweet_stickball/ticketmaster-scraper,sweet_stickball/trustpilot-reviews,sweet_stickball/walmart-scraper,sweet_stickball/youtube-channel-scraper,sweet_stickball/youtube-comments-scraper,sweet_stickball/youtube-search-scraper,sweet_stickball/youtube-shorts-scraper,sweet_stickball/youtube-transcripts"
}
}
}README
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
Get your API token at console.apify.com/account#/integrations.
Actors
E-commerce
Travel
Food & Local
Real Estate
Jobs
Social Media
Reviews
Finance
Search & Tech
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
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
Source: README.md at commit bee86a8
Tools
0Version history
3- v1.0.2LatestNov 5, 2026
- v1.0.1Oct 23, 2026
- v1.0.0Oct 22, 2026
Score
85% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 daysRequired25 pts
- Auth declaredRequired10 pts
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts