Since you'll be dealing with cooking, a bright palette is definitely the way to go. Try to keep the colour count down as much as possible, focus on two/three colours: one will be the background colour, which you'll use in different shades to make up most of your layout, and then use the second as an accent colour (being consistent with it makes navigation much easier and pleasing to viewers).
As for what colours to use, yellow and red sound like great suggestions. Very bright colours work best as accent colours, but red is way too standoffish to be used as background colour. Maybe some lighter, paler shades of orange will work best there. The background colour should never pop out too much.