Correct, they are not switches, they are circuit breakers. That type are generally pretty good but they can fail and keep popping out even if there is no fault. You can buy replacements easily.
There will be a way to either get to the back of the circuit breaker panel or open it outwards. Then you will be able to remount the ones that have lost their nuts and see what make and rating they are.
