You’ll be relieved to learn that catnip is safe for rabbits. Most bunnies don’t like the smell of catnip, even wild rabbits don’t like it. They usually leave it alone. In rabbits that do enjoy a little catnip, the active ingredient in the herb can work to calm bunnies that are restless or nervous.