We had little plastic hooky things that screwed onto the inside of the cabinet doors when my brother was a baby. They let you open the door just enough to stick your finger in and release the hook. Also very good for earthquakes, no more contents of cabinets on kitchen floors!
Found 'em!
Cabinet and Drawer Latches by Safety 1st (12 Pack), $3.49 a 12-pack!