It's a common misconception that monkeys are blue. Most monkeys have fur that is brown, grey, black, or a combination of these colors. There are some species with bright colors, like the mandrill, who has a colorful face and rear end.
Perhaps you're thinking of a specific kind of monkey? Can you tell me more about what you are thinking of?