* [httpcloak v1.6.11](https://github.com/sardanioss/httpcloak) – Go HTTP client that reproduces browser TLS, HTTP/2/3 fingerprints and header ordering to bypass bot detection.

* [Fingerprint Scanner v1.0.8](https://github.com/antoinevastel/fpscanner) – Lightweight browser fingerprinting library for bot detection.

* [bot-signal v2.0.14](https://github.com/okasi/bot-signal) – TypeScript-based bot signal detection toolkit for browser and Node, combining instant checks, behavioral analysis, and server-side IP/TLS/timezone validation without API keys.

* [ChromiumFish v151.0.7922.170](https://github.com/arman-bd/chromiumfish) – Fingerprint-hardened Chromium fork that ships a drop-in Playwright harness for Python and Node, downloading matching prebuilt binaries per platform.