This refers to the original purpose of restaurants, which were places where people could go to restore their strength and energy after a long journey or day of work. They would often serve hearty, restorative meals.
Interestingly, the word "restaurant" itself originally meant "restorative broth." It was only later that it came to mean the place where the broth was served.