Listen to Candy Man online. Candy Man is an English language song and is sung by Mickey Gilley and Charly McClain. Candy Man, from the album The Essential Mickey Gilley, was released in the year 2015. The duration of the song is 2:59. Download English songs online from JioSaavn.