ML Kit for Firebase is a mobile SDK that provides machine learning capabilities to both Android and iOS apps. It offers ready-to-use APIs for common use cases like text recognition, face detection, and image labeling, enabling developers to integrate advanced ML features without needing in-depth knowledge of machine learning. This enhances app functionality and user experiences through powerful, on-device intelligence.