Can you post photos so we can see the condition of the razor?

3-in-1 oil might not do as good of a job as a penetrating oil such as WD-40 or liquid wrench. However, if it's rusted tight enough to be rusted shut, there is a good chance that the blade in not savable (if it is a hollow or otherwise lighter ground blade).