Oil prices are on the rise and therefore, gas prices are as well. AAA Mid-Atlantic released its latest report saying gas prices went up two cents in the past week in Cape May County. The new average in Cape May County is $3.28 per gallon. Average oil prices have increased to $99 per barrel. The increases in oil towards $100 means higher gas prices are on the way of this holiday season.