Recently, Amazon has launched their app for android with more than 3800 in app Store. You can view its official website by pointing your browser to www.amazon.com/appstore. So if you are having problems downloading this on your Android device, below is the direct download link which you can download and then put it in your Android Device via USB.
Download Amazon App Store for Android
Click here to download Amazon App Store for Android