Are you sure they are plaster. Normally plaster would last only one firing before it cracks.
If it is a ceramic mould, let us know how you are firing it (scheuldes, etc) and we may be able to help you stop breaking them.
If they are plaster, there is no fix.
If they are ceramic a material called “sairset” available from ceramics suppliers will work.