Collect structured data
Find skills for crawling websites, extracting structured data, monitoring pages, and turning messy web content into agent-ready inputs.
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I need my agent to scrape websites and extract structured data from pages.
Agent should be able to
Recommended stack
Workflow map
Extract product data from websites
Monitor competitor pages
Turn HTML into clean markdown
Feed crawled content into RAG
Best first installs
Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.
$ npx skills add apify/crawlee-python🔥 Search, scrape, and clean the web for AI agents.
$ npx skills add firecrawl/firecrawlOpen-source LLM-friendly web crawler and scraper
$ npx skills add unclecode/crawl4aiSkill shortlist
Transform Web Content into LLM-Ready Data
👾 Fast and simple video download library and CLI tool written in Go
Elegant Scraper and Crawler Framework for Golang
A Python module to scrape several search engines (like Google, Yandex, Bing, Duckduckgo, ...). Including asynchronous networking support.
Adaptive web scraping for agent data collection
newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:
🤖 Scrape data from HTML websites automatically by just providing examples
🤖 AI-powered web scraping editor with visual workflow builder. Build, test & deploy web scrapers using natural language. Powered by ScrapeGraphAI & LangGraph.
scrape data from Google Maps. Extracts data such as the name, address, phone number, website URL, rating, reviews number, latitude and longitude, reviews,email and more for each place
A collection of awesome web crawler,spider in different languages
Free Trial Amazon Scraper API for extracting search, product, offer listing, reviews, question and answers, best sellers and sellers data.
Distributed crawler powered by Headless Chrome
:spider: The progressive PHP crawler framework! 优雅的渐进式PHP采集框架。
A visual no-code/code-free web crawler/spider易采集：一个可视化浏览器自动化测试/数据采集/网页爬虫软件，可以无代码图形化的设计和执行爬虫任务。别名：ServiceWrapper面向Web应用的智能化服务封装系统。
Node.js scraper to get data from Google Play