Your tank filter should be adding oxygen to the tank water already. Most tank filters will move the surface of the water and this mixes oxygen into the water. If you're a very good water changer and remove and replace most of the tank water every three or four days, this will also maintain a good oxygen level for your fish.
"Fear not, my young apprentice. Just change the tank water."