Flowers, bloom, and the nectar in it are the only parts of the whole honeysuckle plant that rabbits or any other pet should eat. All other parts of the pants are either toxic or severely poisonous. This is the reason that experts recommend avoiding these plants as food or taking good care if you want to feed honeysuckle to your rabbits.