Love your iPhone? Love your Rock Band? Bring the peanut butter and chocolate together with EA's Rock Band for iPhone ($10).
The game has all four main instruments, the guitar, bass, drums, and even vocals. The look and feel is similar to what you would see on the console games.
The best part is that the game has a four-player mode via Bluetooth. Go multiplayer go.