This is the main supermarket in Agadir for stocking up on pretty much every thing. There are also a few shops around it for other items / hardware / Furniture .... etc
Marjane is probably the best known super market in Morocco, with several locations throughout the city. This is as close to an American or European supermarket/convenience store you can get. They also carry a section of appliances.