Listen to Shake a Leg online. Shake a Leg is an English language song and is sung by Margaret Lewis. Shake a Leg, from the album Crazy Little Baby: Rock 'N' Roll Queens, Vol. 2, was released in the year 2013. The duration of the song is 2:23. Download English songs online from JioSaavn.