And it would need to have a lip to sit on so simply drilling a hole would not work. Perhaps drill a hole and then ream out the sides to create a 1mm lip?
POD, a range of watch glass sizes are available in NZ from the "Time Centre" watchmakers supplies in Auckland. Alternatively, as cheap as noodles from Aliexpress from China.