Theoretically, you are much more likely to remember your dreams if you have a good rest and aren't abrubtly woken during a REM cycle. Waking up naturally thus should make it easier to remember dreams in comparison to being woken by an alarm. In my experience, I usually remember dreams more often when I've been getting really bad sleep.
On a side note, everyone dreams, people just often don't remember them.