What data formats can Scrapy export to?

Scrapy supports multiple export formats including JSON, CSV, XML, and custom formats. You can easily configure output formats using built-in exporters or create custom exporters for specific data requirements and integrations.

Can Scrapy handle JavaScript-heavy websites?

Scrapy alone cannot execute JavaScript. For JavaScript-heavy sites, you'll need to integrate it with tools like Splash, Selenium, or Playwright. This combination allows scraping of dynamically loaded content and interactive elements.

Scrapy

Open-source web scraping framework for Python

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Shyft Score

Directory quality rating

Reviewed

43/100

Quiet

AI Readiness

How prepared for AI workflows

Fair

30/100

Our take

The verdict on Scrapy

AI-generated

Scrapy is a powerful open-source scraping tool but lacks AI integration and has a steep learning curve.

Strengths

Open-source
Supports multiple formats
Robust community support

Limitations

Low AI readiness
No free tier
Limited AI agent support

Best for: Data teams needing scalable web scraping capabilities.

Try Scrapy's free tier to see if it fits your workflow.

See how Scrapy fits your stack

Benefits

Why teams choose Scrapy

Extract competitor pricing and product data in minutes instead of manual hours

Build comprehensive prospect databases by scraping contact information from multiple sources

Monitor market trends and competitor activities automatically without constant manual checking

Export scraped data directly into your CRM or analytics tools in ready-to-use formats

About

What is Scrapy?

Scrapy is an open-source Python framework for extracting structured data from websites at scale. Built-in handling of requests, link following, and data export make it ideal for gathering competitive intelligence and prospect data.

Key capabilities

Open-source framework for web scraping

Built-in handling of requests and responses

Support for following links to scrape multiple pages

Data export in various formats (JSON, CSV, XML)

Robust community support and extensive documentation

At a glance

What you can do with Scrapy

Extract competitor pricing data for sales teams

Gather prospect contact details for marketing campaigns

Monitor industry trends by scraping news websites

Collect product reviews for sentiment analysis

Automate data collection from public directories

Best for

Sales teamsMarketing professionalsData analysts

Pricing

Scrapy pricing

Scrapy starts at $0

Starting at $0

Ecosystem

Connected ecosystem

MCP servers, AI skills, and integrations that work with Scrapy

MCP servers

Use Scrapy with AI agents via these MCP servers

Seamless communication integration for your applications.

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Integrations

Google SheetsZapierAWS S3PostgreSQLMySQLMongoDBSlackJupyter NotebookExcel

FAQs

Frequently asked questions

Common questions about Scrapy and its capabilities

Yes, Scrapy is completely free and open-source under BSD license. You can use it for commercial projects without any licensing fees or restrictions. It's maintained by the community and offers extensive documentation and support.