Because Open Web Apps are a work in progress and are not yet standardized, you will have to install a pre-release version of Firefox to be able to use them. For Android you need Firefox Aurora for Android. Aurora is pre-beta software.
Firefox does not visibly run as a browser, it simply provides certain capabilities that are needed for Open Web Apps. Those capabilities are called the web runtime.