Listen to Minnie the Moocher online. Minnie the Moocher is an English language song and is sung by Mills Blue Rhythm Band. Minnie the Moocher, from the album 100 Greatest Classics - Jazz (The Best Jazz Hits Ever!), was released in the year 2016. The duration of the song is 2:56. Download English songs online from JioSaavn.