Preheat oven to 350 degrees.
In a food processor, blend cream cheese, mayonnaise, sour cream and garlic cloves until smooth. Add 1⁄2 cup Parmesan and the mozzarella and pulse until well combined. Add artichokes and seasonings and pulse until just combined.
Place in an oven safe dish and sprinkle remaining Parmesan cheese on top.