This is an option where you may be able to get a spot.
http://www.mtrp.org/campground.asp
There are many campgrounds up the coast but this time of the year may be tough.
San Onofre State Beach Campground
South Carlsbad State Beach Campground
San Elijo State Beach Campground
Silver Strand State Beach Campground
Harbor Beach Campground