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── 98888 repos indexed ── | filtered by tag: #bot-detection
prosopo/captcha β˜… 300 10 APPLICATION

Prosopo is a privacy-focused, self-hosted CAPTCHA alternative that provides multiple challenge typesβ€”image selection, puzzle (image jigsaw), proof-of-work, and frictionless (behavioral bot detection). The system comprises an Express-based provider API (with MongoDB and Redis for persistence and caching), a CLI for administrative tasks, client-side embeddable widgets (vanilla JS bundle, React/Angular/Vue/Svelte wrappers), and a suite of supporting libraries for cryptography, locale, datasets, and native Rust modules (JA4 TLS fingerprinting, Merkle tree acceleration, puzzle rendering). Bot detection is multi-layered: client-side behavioral data (mouse/keyboard/touch events, SIMD readings) is collected and server-side scored, combined with JA4 TLS fingerprint analysis, IP reputation (ipapi.is + MaxMind), DNS asymmetry detection, spam email heuristics, and custom decision machines per site key. The architecture is a monorepo with ~70 workspaces, leveraging Vite for bundling, Vitest for unit/integration tests, and Cypress for E2E visual regression testing. The provider enforces access policies (allow/block/restrict) via a Redis-backed rules engine and maintains usage counters for rate limiting. Asset sealing (AES-256-GCM) protects image CDN URLs, and puzzle difficulty is sampled with a CSPRNG-stratified ladder to frustrate solver calibration.

RATING: 8.5/10 MAINT: active DRIFT: low
β–Έ 6 reusable components found
CloakHQ/CloakBrowser β˜… 32024 2659 APPLICATION

CloakBrowser is a commercial stealth browser automation library that wraps Playwright (Python, JavaScript, .NET) with a custom patched Chromium binary. Its core purpose is to evade bot detection by spoofing browser fingerprints, providing human-like interaction (Bezier mouse moves, realistic typing with typos, smooth scrolling), and managing licensed binary downloads with cryptographic verification. The architecture is a multi-language SDK sharing identical logic across Python, TypeScript, and C#, with a common human interaction engine, proxy/GeoIP integration, and license enforcement via denial files and server validation. Key entry points are the `launch()` and `humanize()` APIs, CLI diagnostics (`info`, `login`, `install`), and the `cloakserve` CDP multiplexer. External dependencies include Playwright/Puppeteer, MaxMind GeoLite2 database, Ed25519 signature verification (BouncyCastle), and a license validation server. The codebase demonstrates high engineering discipline with extensive cross-language parity tests and security-conscious binary distribution, but carries drift risks from triple-language duplication and reliance on Playwright internal APIs.

RATING: 8.0/10 MAINT: active DRIFT: medium
β–Έ 5 reusable components found
elyelysiox/recaptcha β˜… 226 38 DATA_RESEARCH

This repository serves as a technical deep-dive into Google's reCAPTCHA system, particularly focusing on its obfuscation techniques, fingerprinting mechanisms, and anti-tampering measures. It includes extracted JavaScript snippets that implement specific browser fingerprinting signals (e.g., storage access checks, window opener properties, WebGL data extraction) and JSON files containing example fingerprint data. The repository also contains analysis of the now-removed BotGuard component, including its obfuscated virtual machine implementations. While the subject matter is largely historical due to the removal of BotGuard in April 2026, the repository provides valuable insights into the techniques used by advanced anti-bot systems.

RATING: 5.6/10 REPRO: 2.0/10 MAINT: stale DRIFT: high
β–Έ 4 reusable components found
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