You should keep the car insured to shield you from losses due to fires or other mishaps during restoration. If your car isn't being driven, find a classic car insurer that will eliminate the liability portion of your policy. You should also be sure that your insurance coverage keeps pace with the increasing value of your car as it is refurbished. Some specialty insurers offer policies that automatically increase the car's insured value to 10 percent every four months.