Macau to Zhuhai

Hi, i would like to know if there will be fees for acquiring a visa to go to Zhuhai through Gongbei border. We will just stay for 1 night in a hotel in zhuhai. Secondly, can we go in and out between Zhuhai and Macau once we get the visa?

by the way im from the Philippines