Frankincense comes from the Boswellia tree. It has a long history in myth and folk medicine, especially in India and African countries. In the Bible, it is one of three gifts that the wise men offered to Jesus, possibly because of its apparent healing powers. Substances that occur in frankincense have a number of possible health benefits.