Bias Shield is a web browser extension that addresses the prevalence of bias in machine translation engines. It works seamlessly with Google Translate and DeepL, applying bias-handling techniques that enrich translations by promoting fairness and accuracy. By filtering potential biases, it ensures that users receive translations that are not only correct but also socially responsible. This tool is essential for anyone who relies on translation services for accurate communication, academic purposes, or language learning, encouraging a more just digital communication landscape.