Duhhh , now I really feel stupid , I knew that !
Course , I haven't messed with a stock thermostat in a while.
But , you should be able to find an o-ring to work from most any hardware store , even Lowes.
A plumbing supply can make you one like Charlie mentioned by glueing one to size. They have spools of o-ring material in different diameters.