There are parking spots along Seascape Resort Drive.
This is a public access trail, down to Seascape Beach. It's a 10-minute, mostly paved, moderate to steep descent. Keep an eye out for poison oak, encroaching onto the pathway. It's worth it!
Google Map to Parking Lot