In Hebrew, name Debralee means – Variant of Deborah: Bee. Deborah was the Biblical prophetess who summoned Barak to battle against an army of invaders. After the battle she wrote a victory song which is part of the Book of Judges.. Other origins for name Debralee include – Hebrew, Israeli. Name Debralee is most often used as a girl name or female name.