The primary uses of the Linux operating system include being a versatile platform for servers, supercomputers, and embedded systems. Linux is known for its stability, security, and customization capabilities, making it suitable for developers and organizations. It also serves as the backbone for many cloud computing environments and is widely used for developing software applications. Its open-source nature allows users to modify and distribute it freely, fostering innovation and collaboration among the tech community.