Scrapy
Scrapy is an open-source Python framework for building fast, scalable web crawlers that extract structured data from websites efficiently.
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 to JSON, JSON Lines, CSV, or XML; database writes require an item pipeline or integration
- 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 configurable foundation for Python web scraping.
Distributed crawling requires an extension or a deployment architecture beyond the core framework.
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
- SDKPython package on PyPIPyPI
Growing a website? Track its keywords, Google rankings, Search Console insights, and share of voice with bisibility. Free during beta.
Our productSource code
scrapy/scrapy
Stars
64.8KForks
12KLast commit
2026-10-15License
BSD-3-ClauseLanguage
Python
Metrics recorded 2026-10-16
Repository details
License source: Repository license file
Frequently asked questions
What is Scrapy used for?
Scrapy is a Python framework for crawling websites and extracting structured data. Spiders define requests and extraction logic; the framework schedules requests and can export results or pass them through item pipelines.
Sources (checked ): Scrapy overview
Is Scrapy free to use?
Yes. Scrapy is open source under its BSD license, with no framework subscription fee. Hosting, proxies or other services used by a scraping project may have separate costs.
Sources (checked ): Scrapy license
Similar to Scrapy
Sources
Verified against the scrapy/scrapy repository and the PyPI package.
Source notes
Compiled from public repository and package data; check project docs for current details.