"Dance with Me Tonight" is a single by English singer-songwriter Olly Murs, taken from his second studio album, In Case You Didn't Know. It was released as the album's second single on 18 November 2011 and was written by Murs, Claude Kelly and Steve Robson.The song stayed at number two in the UK for two consecutive weeks before finally giving Murs his third UK number-one single in December 2011.