You could try working a small, thin flathead screwdriver into the gap between the base and the cap (the metal part with the contacts) and see if you can break the corrosion. (mechanics.stackexchange.com)
The only tool needed to remove and change the wiper blades is a small flathead screwdriver or a plastic pry bar tool. (paulstravelpictures.com)