There was a late war incident in which a cavalry force (yes, actually on horseback) captured a number of unsupported enemy machine guns and artillery pieces after a charge. I can look it up, if you fancy.
Didn't British Empire cavalry participate in the breakthrough at Amiens? I seem to recall an illustration of them surrounding a German railway gun train as it was pulling away.