Olive Leaf - Olea europaea. Olive trees are small evergreens native to the Mediterranean from which olives, olive oil and olive leaves are obtained. Olive leaf was the first botanical cited in the Bible as a natural healer, "The fruit thereof shall be for meat, and the leaf thereof for medicine."