Refuge Coffee Oakdale, LLC. Share: Coffee Houses Refuge Coffee Oakdale, LLC. Visit Website Request Info 113 North Third Avenue Oakdale , CA 95361 (209) 247-4393 About Map About Craft coffee + a space where community can take refuge. What's Nearby? Distance: 5 10 15 20 25 50 mi.