Wahl Hair Clipper oil is a very thin oil, like the old sewing machine oil that works well in that application. It can be purchased at beauty salon shops (specialty shops that sell ladies makeup and such) and I guess barber supply shops.
Put it on sparingly
another option would be mineral spirits.
Both have good dielectric constants to avoid arcing and corrosion from the current flow.