Carrying a packable rain jacket will keep you warm at least. It doesn't need to be waterproof for light rain or even breathable for short emergencies. There is a good one in the store
Riding in the rain can throw up debris from the road and it's best to protect your eyes from grit. Having a peak on your helmet or cap can keep the rain off your glasses too