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description= Scrapy is the leading open source Python framework for web scraping — fast, asynchronous, extensible, and BSD-licensed. Trusted by millions of developers.;
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scrapy open source web scraping framework for python new the scrapy mcp server lets ai agents inspect and debug live crawls get started docs extensions build with ai deploy resources docs extensions build with ai deploy resources github maintained by zyte with over 500 other contributors forks 0 stars 0 the world s most used open source data extraction framework crawl sites extract structured data and ship it anywhere lean by design extensible by nature trusted by professionals extracting public web data at scale uv add scrapy read the docs quotes zsh the tutorial spider crawling quotes toscrape com 15 years in production 500 contributors 64 9k github stars 12k forks extensions a lean core everything else is a plugin away scrapy handles the crawling battle tested extensions from the community and zyte add browser rendering monitoring anti ban and now direct access for ai agents scrapy mcp server scrapy mcp official new mcp lets ai agents like claude connect directly to your tools this server gives them live access to running crawls list jobs check status and execute python inside the crawl process without leaving your agent claude mcp add scope user scrapy mcp uvx from scrapy mcp official scrapy mcp view on github read the docs built by zyte browser rendering scrapy playwright render javascript heavy pages in a real browser while keeping the request response workflow you already use learn more monitoring spidermon validate scraped data and get alerted on slack discord or email the moment a spider breaks learn more anti ban scrapy zyte api automatic proxy rotation browser fingerprinting and ban avoidance through zyte api no infrastructure to run learn more page objects scrapy poet separate extraction from crawling so each piece can be tested and reused on its own learn more view all extensions how it works lean by design six small parts around one asynchronous engine every one of them pluggable pick a part to see the code and what it produces 0 1 scheduler queues and prioritizes requests 0 2 downloader fetches pages concurrently 0 3 spider your code parse and follow 0 4 items structured records 0 5 pipelines validate clean store 0 6 feed exports json csv s3 and more step 0 3 spider spiders are the part you write they receive responses pull data out with css or xpath selectors yield items and follow links to discover more pages extend it generic spiders like crawlspider and sitemapspider cover the common crawl patterns for you read the docs spiders quotes py copy import scrapy class quotesspider scrapy spider name quotes start_urls https quotes toscrape com def parse self response for quote in response css div quote yield text quote css span text text get author quote css small text get yield from response follow_all css li next a callback self parse items jsonl text the world as we have created it is a process of our thinking author albert einstein text it is our choices harry that show what we truly are author j k rowling engine debug crawled 200 get page 2 text this life is what you make it author marilyn monroe try selectors before you write the spider the interactive shell loads any page so you can test css and xpath live shell docs scrapy shell https quotes toscrape com the engine drives all six asynchronously see the full architecture workflow from first spider to production the same project that runs on your laptop scales to millions of pages with tooling for every step along the way 1 build scaffold a project in one command or hand a url to an ai agent with scrapy agent skills and get a tested spider back scrapy startproject quotes build with ai 2 run debug try selectors in the interactive shell then inspect live crawls straight from your agent with the scrapy mcp server scrapy shell https quotes toscrape com shell docs 3 deploy monitor push to scrapy cloud schedule runs and let spidermon alert you the moment your data drifts shub deploy deploy actively maintained fifteen years of releases and counting regular releases from a team of maintainers and 500 contributors with a deprecation policy that keeps upgrades boring v 2 19 0 latest september 2026 new remotecontrol extension which allows inspecting and controlling a running crawl over http used by the scrapy mcp server experimental aiohttp based download handler now the default when running without a reactor release notes v 2 18 0 august 2026 httpxdownloadhandler now uses httpx2 the twisted based http 2 download handler is no longer experimental release notes v 2 17 0 july 2026 security bug fixes http 2 and socks proxy support for httpxdownloadhandler release notes view full changelog releases on github trusted by developers in production if it wasn t for scrapy my freelancing career and then the scraping business would have never taken off the scrapy framework and especially its documentation simplifies crawling and scraping for anyone with basic python skills i don t know now there is this emotive bond with scrapy that i ve developed over the years nishant choudhary founder of dataflirt com scrapy the gift that revolutionised web scraping and inspired me to pay it forward with scrapoxy scrapy is the central engine of all my projects since its 1st release fabien vauchelles creator of scrapoxy scrapy stands out as an exceptional tool for seamlessly managing open requests making large scale data collection efficient and reliable with its remarkable scraping speed scrapy transforms complex web extraction tasks into swift streamlined operations that save time and maximise output hyder khan flipdish scrapy is the cornerstone of web scraping with python without it scraping would be much harder during my career i ve built thousands of scrapers mostly with scrapy it made my life a lot easier pierluigi vinciguerra co founder and cto at databoutique com with over 6 years in web scraping scrapy has been my go to framework for building fast reliable and scalable data pipelines in my 6 years of scraping experience nothing has matched scrapy s balance of power flexibility and community support ganesh satheendran turbolab technologies when google search enforced javascript our scraper broke struggling to build a working alternative with puppeteer on a short notice we fired up scrapy splash and whipped up a script lo and behold it worked our google benchmark was buzzing again adam proxyway want to get involved discord extract summit support where to find help fifteen years of docs answers and a community that has probably hit your problem before documentation the tutorial api reference and topic guides start here open discord ask questions share what you re building and talk to maintainers open knowledge base guides blog posts and tutorials from the community and zyte browse github report bugs browse good first issues and contribute code open start with one spider scale to millions of pages free open source and running in production for over fifteen years get started star on github the world s most used open source data extraction framework maintained by zyte and 500 contributors product documentation download extensions deploy scrapy cloud just want data build with ai changelog extensions scrapy mcp server scrapy playwright spidermon scrapy zyte api scrapy poet resources tutorial knowledge base scrapy blog faqs companies using scrapy trademark community github discord reddit stack overflow contributing extract summit zyte 2026 scrapy released under the bsd license trademark policy
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