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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Real-time detection of anti-bot systems, CAPTCHAs & fingerprinting techniques. Identifies Cloudflare, Akamai, DataDome, reCAPTCHA, hCaptcha, Shape Security & more with confidence scoring and advanced capture tools.
| Date | Stars |
|---|---|
| 2026-07-24 | 346 |
| 2026-07-25 | 350 |
| 2026-07-28 | 353 |
| 2026-07-30 | 354 |
| 2026-08-06 | 358 |
Today
+4 stars today
This week
+4 stars this week
This month
— stars this month
Momentum
20.0
growth rate 1.13%/day
# Scrapfly Anti-bot Detector <div align="center">     <br> <img width="1280" height="800" alt="unnamed" src="https://github.com/user-attachments/assets/e36a7a2d-6e49-49f7-91e5-811153b5b6f6" /> <br> **Detect anti-bot systems, CAPTCHAs & browser fingerprinting in real-time** [Install from Chrome Web Store](https://chromewebstore.google.com/detail/scrapfly/pdpakdgmjhkfimgaihlgaaiijlbilkca) </div> --- ## Overview Scrapfly Anti-bot Detector is a Manifest V3 Chrome extension that helps security researchers, web developers, and bot detection enthusiasts identify and analyze: - **CAPTCHAs**: reCAPTCHA, hCaptcha, FunCaptcha, GeeTest, Cloudflare Turnstile - **Anti-bot systems**: Cloudflare, Akamai, DataDome, PerimeterX, Shape Security, AWS WAF, Imperva, Kasada, and more - **Fingerprinting techniques**: Canvas, WebGL, Audio, Font, WebRTC, Performance, Navigator, Storage, and other browser fingerprinting methods <div align="center"> <img width="1280" height="800" alt="unnamed (1)" src="https://github.com/user-attachments/assets/6b589276-b653-4127-8edd-d39b566cf744" /> </div> ## Screenshots | Detection | History | Rules | |-----------|---------|-------| |  |  |  | | Advanced Tools | Settings | |----------------|----------| |  |  | ## Features ### Multi-Layer Detection System - **DOM Analysis**: Detects scripts, classes, and HTML elements - **Network Monitoring**: Analyzes cookies, headers, and URLs - **Payload Analysis**: Inspects request bodies with URL pattern and HTTP method filtering - **JavaScript Hooks**: Intercepts fingerprinting APIs (Canvas, WebGL, Audio, Performance, Navigator, Storage, etc.) — hook targets are driven entirely by detector definitions, installed synchronously at `document_start` - **Window Properties**: Checks for anti-bot objects in the global scope ### Modern UI - **Real-time Detection**: Live detection results with confidence scores - **Badge Indicator**: Shows detection count on the extension icon - **Detection History**: Track detected systems across browsing sessions - **Advanced Capture Tools**: Specialized tools for reCAPTCHA, hCaptcha, FunCaptcha, GeeTest, Akamai, DataDome, Cloudflare Turnstile, Imperva, Shape Security, and AWS WAF - **Intermediate Page Handling**: Automatically captures data from challenge pages before redirect - **Rules Editor**: Customize and manage detection rules with full CRUD operations - **Settings Panel**: Configure cache duration, history limits, URL blacklists, and debug mode ### Performance Optimized - **Smart Caching**: 12-hour detection cache with background validation and cache-hit early exit - **Pattern Caching**: LRU cache for compiled regex patterns (60-80% faster) - **Early Exit**: Stops detection after finding high-confidence matches - **Lazy Evaluation**: On-demand data collection based on enabled detectors - **Batched Operations**: Optimized DOM traversal and storage writes - **Hook Completion**: 2-second inactivity timeout with 8-second maximum window ### Privacy & Security - **No Data Collection**: All detection happens locally in your browser - **CSP Compliant**: No inline event handlers or unsafe-eval - **Context Isolation**: Proper separation between MAIN and ISOLATED worlds - **Safe Conditions**: Pre-compiled evaluators (no eval
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:22491037ed7b51e5, topic:web-scraping, topic:crawler