Plumbers Merchant or DIY store - the rubber washer is called a Doughnut Washer (Donut) often comes in a kit with the metal plate and wing-nut bolts - about $10.
http://www.toiletspares.co.uk/images/st/st_CC_kit_doughnut_washer_new.gif
Peccavi
April 2010