I agree with the two other answers and just wanted to add that you could also say "I don't have much appetite" (without an article AND without "of"). However, if you say "of," you need an article. Similarly, you could say both "I don't have much money" and "I don't have much of the money," both "I don't have much interest" and "I don't have much of an interest," and both "I didn't eat much cake" and "I didn't eat much of the cake."