Scrapy
Scrapy is an open-source Python framework for building fast, scalable web crawlers that extract structured data from websites efficiently.
Quick verdict
Scrapy is for Python teams building durable, high-volume crawlers with full control over spiders, middleware, and pipelines. Pair it with browser tooling if you need heavy JavaScript rendering or managed anti-blocking.
- Best for
- Python crawler teams
- Structured extraction pipelines
- Large crawl jobs
- Open-source framework users
- Not ideal for
- Heavy JavaScript rendering
- Managed proxy operations
- AI-first extraction APIs
- Last verified
- Jan 24, 2026
Key facts
- Stars59,528 GitHub starsGitHub
- LicenseOpen source (BSD-3-Clause)GitHub
- Downloads4,743,515 downloads/monthPyPI
- LanguagePythonGitHub
- SDKPython package on PyPIPyPI
Compiled from public repository and package data; check project docs for current details.
Sources
Verified against the scrapy/scrapy repository and the PyPI package.
Scrapy is a powerful, extensible web scraping framework that enables developers to extract structured data from websites at scale.
Key Features:
- High Performance - Built-in asynchronous networking for fast, concurrent crawling
- Built-in Data Pipeline - Export scraped data to JSON, CSV, XML, or databases with zero config
- Robust Selectors - Extract data using CSS and XPath selectors with a clean API
- Middleware Architecture - Customize request handling, proxy rotation, and user-agent spoofing
- Spider Contracts - Test your spiders with built-in contract testing
- Active Community - Over 500 contributors and extensive plugin ecosystem
Whether you're building data pipelines, monitoring prices, or gathering research data, Scrapy provides the most battle-tested foundation for Python web scraping.
Stars
59.5KForks
11.2KLast commit
5 months agoLicense
BSD-3-ClauseLanguage
Python
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