MAME itself is just the emulator. The complete MAME set is the full set of every game rom that the emulator supports. Therefore to gain access to ever game you will need to download the rom set in addition to the actual emulator.

However did you just download MAME? If so this is a commandline version. It is better to download MAMEUI32 as it will give a proper frontend to the emulator.