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Best Open Source crawler Libraries

A curated list of the most popular GitHub repositories tagged with crawler. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.

#1firecrawl/firecrawl

🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data

84,470TypeScript
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#2scrapy/scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

59,834Python
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#3NaiboWang/EasySpider

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/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。

44,099JavaScript
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#4iawia002/lux

👾 Fast and simple video download library and CLI tool written in Go

30,905Go
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#5gocolly/colly

Elegant Scraper and Crawler Framework for Golang

25,102Go
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#6jhao104/proxy_pool

Python ProxyPool for web spider

23,156Python
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#7ScrapeGraphAI/Scrapegraph-ai

Python scraper based on AI

22,734Python
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#8apify/crawlee

Crawlee—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, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.

21,793TypeScript
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#9codelucas/newspaper

newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:

14,982HTML
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#10shengqiangzhang/examples-of-web-crawlers

一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )

14,574HTML
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#11s0md3v/Photon

Incredibly fast crawler designed for OSINT.

12,687Python
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#12crawlab-team/crawlab

Distributed web crawler admin platform for spiders management regardless of languages and frameworks. 分布式爬虫管理平台，支持任何语言和框架

12,159Go
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#13guyueyingmu/avbook

AV 电影管理系统， avmoo , javbus , javlibrary 爬虫，线上 AV 影片图书馆，AV 磁力链接数据库，Japanese Adult Video Library,Adult Video Magnet Links - Japanese Adult Video Database

9,909PHP
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#14D4Vinci/Scrapling

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

9,101Python
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#15bda-research/node-crawler

Web Crawler/Spider for NodeJS + server-side jQuery ;-)

6,785TypeScript
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#16autoscrape-labs/pydoll

Pydoll is a library for automating chromium-based browsers without a WebDriver, offering realistic interactions.

6,577Python
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