The primary purpose of a JP drain in gynecology is to facilitate the removal of excess blood, lymphatic fluid, and other bodily fluids from the surgical site. This helps to reduce postoperative complications, including hematomas, seromas, and infections. By maintaining a dry surgical area, the JP drain promotes faster healing and minimizes discomfort for the patient.