Scrapling
★ 55.0k
vs
Fray
★ 53
Scrapling vs Fray
Scrapling: Scrapling is an adaptive Python web scraping framework designed for effortless data extraction from the modern web, capable of handling everything from single requests to full-scale, concurrent crawls. It features advanced anti-bot bypass, intelligent element relocation, and comprehensive session management with built-in proxy rotation and AI integration.; Fray: Fray is an open-source WAF security testing toolkit designed to provide a complete workflow for security professionals, from automated crawling and parameter discovery to payload injection and reporting. Unlike static payload collections, Fray offers a dynamic approach to scanning, detecting WAFs, and testing against 5,500+ payloads across 24 OWASP categories.
01
TL;DR
Choose Scrapling if…Performing single web requests or launching full-scale, concurrent web crawls.
Choose Fray if…Bug Bounty Hunters: Discover hidden parameters, old endpoints, bypass WAFs, and generate reports.
02
Side-by-Side Comparison
03
Features
Scrapling01Full-featured crawling framework with Scrapy-like API, concurrent requests, multi-session support, and pause/resume functionality.
02Advanced fetchers with anti-bot bypass, dynamic loading, persistent session management, and integrated proxy rotation.
03Adaptive scraping capabilities with smart element tracking and flexible selection methods, including AI integration via MCP server.
04High-performance and memory-efficient architecture, optimized for speed and battle-tested in production environments.
Fray01Automated Attack Surface Mapping: Crawls, discovers injection points, and tests payloads with reflection detection.
02Comprehensive Reconnaissance: Performs 21 automated checks including parameter discovery, JS endpoint extraction, and API discovery.
03Adaptive Payload Testing: 'Smart' mode recommends payloads based on detected technology stack.
04WAF Detection & Bypass: Fingerprints 25 WAF vendors and identifies potential bypass strategies.
05CI/CD Integration & Reporting: Supports SARIF output for GitHub Security tab, JSON output for pipelines, and HTML/Markdown reports.
04
Use Cases
Scrapling↳Performing single web requests or launching full-scale, concurrent web crawls.
↳Adapting to website design changes by automatically relocating scraped elements.
↳Bypassing advanced anti-bot systems such as Cloudflare Turnstile.
↳Scaling up to multi-session crawls with proxy rotation and checkpoint-based persistence.
↳Leveraging AI for assisted web scraping and targeted data extraction.
Fray↳Bug Bounty Hunters: Discover hidden parameters, old endpoints, bypass WAFs, and generate reports.
↳Pentesters: Conduct full reconnaissance and automated scans with client-ready HTML reports.
↳Blue Teams: Validate WAF rules and perform regression testing after configuration changes.
↳DevSecOps: Integrate into CI/CD pipelines for WAF testing, failing builds on bypasses.
05
Best For
ScraplingMost PopularBrowser AutomationData Processing
FrayHidden GemSecurity & Safety
FAQ
FAQ
What is the difference between Scrapling and Fray?
Both Scrapling and Fray are in the Browser Automation category. Scrapling has 55.0k stars, while Fray has 53 stars.
Which is better, Scrapling or Fray?
The best choice depends on your use case. Choose Scrapling if Performing single web requests or launching full-scale, concurrent web crawls., and Fray if Bug Bounty Hunters: Discover hidden parameters, old endpoints, bypass WAFs, and generate reports..
Is Scrapling free or open source?
Yes, Scrapling is open source on GitHub (BSD-3-Clause).
Is Fray free or open source?
Yes, Fray is open source on GitHub (NOASSERTION).
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