The file res/values/strings.xml is used in Android applications to store text values, such as string resources, that can be utilized throughout the application. This file is specifically designated for defining string constants and is commonly used for localization purposes. Other files listed, like AndroidManifest.xml or res/layout/Main.xml, serve different purposes and are not intended for storing text values in a manner that is directly accessible for use as string resources in the application.