Steven Gerrard has limped off on 35 minutes with a foot injury, replaced by Dietmar Hamann.
United conceded an own goal from John O'Shea on 54 minutes after good pressure from the Reds, but Silvestre scored at the other end 10 minutes later to give them a 2-1 lead.
United soaked up the pressure to hold on for a win.