Listen to Come Go With Me online. Come Go With Me is an English language song and is sung by The Staple Singers. Come Go With Me, from the album Best Mixtape Ever: R&B, was released in the year 2015. The duration of the song is 4:03. Download English songs online from JioSaavn.