Point Mugu Beach Point Mugu Beach, California, USA Parks.CA.Gov Point Mugu Beach, a one-third-mile long triangle of sand, is located between Point Mugu Rock and the Naval property. Parking is found along the side of the highway next to the beach. Lifeguards are on duty during the summer.