It should at least come with one remote and one nunchuk. Some bundles come with 2 remotes and 2 nunchuks though. You do not need a memory card.
The Wii will come with a cable with "RCA" style audio/video connections (composite). You will only need to buy another cable if you need S-Video or Component connections.