It is only available from the Amazon app store. However, Windows integrates with it, but you need to install some updates. You should see a message like, "get from Amazon Appstore" when you search the Microsoft Store with a link to install the required Windows updates. However, you need a current version of Windows and an Amazon account.
We hope to have a Chrome extension out soon that will give you a similar experience with less requirements.