"Johnny the Horse" is a single by British band Madness from their 1999 album Wonderful. The song struggled to make an impact in the charts after the success of "Lovestruck", and peaked at #44 in the UK Singles Chart. Although bonus track "You're Wonderful" is listed as a remix, this is the only version of the song to be released. It might be considered to be the title track of the album from which this single is taken; although the track itself did not actually appear on "Wonderful", a snippet does appear in the preview medley featured on the "Lovestruck" single.