Creating an Android app using Python on Eclipse involves utilizing specific tools and frameworks. Kivy is the recommended framework for this purpose, endorsed by the Python Software Foundation for Android development. Tutorials are available to guide users through the process, including resources from Vogella and Clusterbleep. These tutorials provide step-by-step instructions on setting up the environment and building an APK. For optimal results, developers should consider leveraging Kivy's capabilities to streamline app development on Android.