Rocky Point is a census-designated place in Klamath County, Oregon, United States. It is on Pelican Bay on the west shore of Upper Klamath Lake, about 29 mi northwest of Klamath Falls and about 3 mi north of Oregon Route 140 on Forest Highway 34 (Westside Road or Klamath County Highway 531). It is within the Winema National Forest.