You need to flight plan to cross any border in or out of France.
Make sure that you alert customs in advance if it is necessary (it will say in your VFR flight guide) at your French destination or departure airport. It's easy to overlook this and sometimes you get away with it. At other times they can get very shirty indeed.
QDM