On the Microsoft Mahjong page in Microsoft Store, select Get the game (online) or Install (in Microsoft Store app). The game will download and install automatically. To launch the game, select Play.

Mahjong is not just a social game now  you can play the online version of mahjong 24/7 all by yourself.