In addition to the browser based Web Player, Pocket Casts is available as a desktop app for Windows and Mac and mobile apps for iOS and Android. The Apps page of the Web Player provides access to each of these apps.
Please note Web Player and the desktop apps (Windows and Mac) are only available to the Pocket Casts Plus members.