I've searched, so I'll go to the best source: Is there a pet store on island? I can't think of one off-hand. If not a dedicated pet store, where does one buy pet food and supplies?
We know people who have taken care of cats on the island and as Andy and Amy said - their source for food is the supermarket as it is for many on the mainlands.