What for do we need ARM EABI v7a System image in Android development? What is the purpose of that particular image?
That's the emulator image supporting ARMv7-A profile hardware, which is true for all new Android phones.
ARMv7-A
Since ARMv7-a is backward compatible with ARMv5, it is the only supported image with later system images.