The winged horse in Greek mythology that sprang from the blood of Medusa is Pegasus. Born from the decapitated head of Medusa when slain by Perseus, Pegasus is often associated with inspiration and the arts. He is also linked to the Muses and is known for his flight capabilities, symbolizing the imagination and creativity of poets and artists.