I found just two bars on the cliff face beyond the wall of the city. And it is a perfect location. The best thing was to watch the cliff jumpers. But to be fair the setting is magical.
Address:
Hole in the wall, beyond the city walls Dubrovnik Dubrovacko-Neretvanska Zupanija Croatia