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Scraper repositories on GitHub: 24 ranked by stars

24 public repositories tagged Scraper are on GitHub, with 378,546 stars between them; 4 had a push in the last 30 days. Most are written in Python (11), Go (5), TypeScript (3). The most starred: firecrawl/firecrawl (191,485), unclecode/crawl4ai (85,530), apify/crawlee (25,860).

SpecStream is the live web data engine for teams and agents. It reads open-source repositories on GitHub and keeps what it reads, and this page groups that reading by topic. Ask for the repositories you track by topic, language, license or activity, and new ones and changes arrive in your sheet, CRM, Slack or agent.

Every repository, most starred first

RepositoryWhat it isLanguageStarsForksLicenseLast pushRead
firecrawl/firecrawlSupercharge your AI agents with data from the web and beyond. Building the library for superintelligence.TypeScript191,48510,124AGPL-3.0Oct 14Oct 14
unclecode/crawl4aiOpen-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.Python85,5308,879Apache-2.0Oct 14Oct 14
apify/crawleeCrawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML…TypeScript25,8601,677Apache-2.0Sep 21Sep 21
Evil0ctal/Douyin_TikTok_Download_API抖音、TikTok 数据采集与无水印视频下载 API,自托管,支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST API, MCP server, CLI and web console for…Python20,6372,881Apache-2.0Oct 2Oct 14
apify/crawlee-pythonCrawlee—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…Python9,542809Apache-2.0Sep 21Sep 21
alirezamika/autoscraperA Smart, Automatic, Fast and Lightweight Web Scraper for PythonPython7,990827MITJul 29Sep 21
BruceDone/awesome-crawlerA collection of awesome web crawler,spider in different languages7,327752MITJun 16, 2024Oct 11
go-rod/rodA Chrome DevTools Protocol driver for web automation and scraping.Go7,109484MITAug 11Sep 21
niespodd/browser-fingerprintingAnalysis of Bot Protection systems with available countermeasures . How to defeat anti-bot system and get around browser fingerprinting scripts when scraping the web?JavaScript5,140275Jul 27Sep 21
Anakin-Inc/anakinOpen-source web scraping API. Turn any website into clean markdown or structured JSON. Anti-detect browser, proxy auto-selection, self-hosted. One command: make upGo4,403181AGPL-3.0Aug 18Sep 21
aapatre/Automatic-Udemy-Course-Enroller-GET-PAID-UDEMY-COURSES-for-FREEDo you want to LEARN NEW STUFF for FREE? Don't worry, with the power of web-scraping and automation, this script will find the necessary Udemy coupons & enroll you for PAID UDEMY…Python3,292560GPL-3.0Apr 28Sep 21
geziyor/geziyorGeziyor, blazing fast web crawling & scraping framework for Go. Supports JS rendering.Go2,778155MPL-2.0Jul 2Sep 21
cyberagiinc/DevDocsCompletely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code…TypeScript2,107200Apache-2.0Feb 4Oct 14
elixir-crawly/crawlyCrawly, a high-level web crawling & scraping framework for Elixir.Elixir1,117125Apache-2.0Jul 16, 2025Sep 21
scrapfly/scrapfly-scrapersScalable Python web scraping scripts for +40 popular domainsPython1,083205Sep 18Sep 21
JosephLai241/URSUniversal Reddit Scraper - A comprehensive Reddit scraping/archival command-line tool.Python1,036126MITJul 11Oct 11
slotix/dataflowkitExtract structured data from web sites. Web sites scraping.Go71382BSD-3-ClauseMar 7, 2023Sep 21
sangaline/advanced-web-scraping-tutorialThe Zipru scraper developed in the Advanced Web Scraping Tutorial.Python42693Mar 19, 2017Sep 21
C5H12O5/syno-videoinfo-pluginA simple web scraping plugin for Synology Video StationPython34831Apache-2.0May 21Sep 21
nuhmanpk/WebScrapperPowerful Telegram bot for web scraping and crawling. Fast, easy, and loved by thousands!Python211116MITMar 19Sep 21
umbrellaDocumentation/Web-Data-ScraperWeb Data Scraper - no-code internet scraping. Extract and export to CSV, Excel, JSON, Google Sheets, and Webhook.JavaScript133116Mar 17Sep 21
codingforentrepreneurs/Web-ScrapingLearn how to leverage Python's amazing tools to scrape data from other websites. The end goal of this course is to scrape blogs to analyze trending keywords and phrases. We'll be…Python11765MITDec 14, 2018Sep 21
jadkins89/Recipe-ScraperA JS package for scraping recipes from the web.JavaScript10252MITDec 25, 2023Sep 21
ejfkdev/djdj - Dynamic JS File Extractor - intelligently detects dynamically loaded JavaScript files by statically analyzing website HTML and JS codeGo604MPL-2.0Sep 28Oct 14

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Read from GitHub by SpecStream between September 21, 2026 and October 14, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.