Yes, you can play games on Boosteroid on mobile devices.
Please keep in mind the following:
By default, the app shows only games with controller support. To see all games, disable the “Controller support” filter;
Your smartphone or tablet must meet the minimum requirements;
Mouse and keyboard are not supported on iPhone and iPad;
Your phone or tablet should be charged above 50%, with power-saving mode turned off;
Mobile gaming is currently in testing mode.
You can find the requirements for mobile devices in this article: