No, Shopify does not have the ability to transfer an app from one store to another. The app will need to be uninstalled from the first store, then reinstalled onto the second store.
It is important to remember that the app settings cannot be saved or exported from the app. By reinstalling the app on a new store, all settings will need to be set up again.