Bley is a surname. Notable people with the surname include:

João Punaro Bley (1900–1983), Brazilian military and public administrator Paul Bley (1932–2016), contributor to the free jazz movement of the 1960s Carla Bley (1936–2023), American jazz composer, pianist, organist and band leader

See also Blei Blay (surname)