MTranServer is an offline translation server focusing on low resource consumption and fast response. Based on a highly efficient translation model and optimized backend architecture, it can achieve fast translation services on ordinary hardware. Its main advantages are low resource consumption (only 1GB of memory is required), no GPU support needed, and extremely fast translation speed, with an average response time of only 50ms per request. It is suitable for individual users and enterprises that need fast translation in a local environment, especially those with high requirements for privacy and data security. The product is completely free, supports multiple languages, and is an excellent, privately deployable alternative to Google Translate.