The primary biological molecule responsible for energy storage is carbohydrates, particularly glycogen in animals and starch in plants. These molecules allow organisms to store excess energy for later use and facilitate quick energy release when needed. Carbohydrates are crucial in metabolic processes, providing a readily available source of energy for various physiological functions.