Cloud servers support a wide range of operating systems and software applications. Common choices include Linux distributions (such as Ubuntu, CentOS) and Windows Server, along with popular software stacks like LAMP (Linux, Apache, MySQL, PHP) and MEAN (MongoDB, Express.js, AngularJS, Node.js).