Well preserved solid city walls from the 12th century stretched along the inner city. You can't miss them. Climb up near the Kileli mosque.
Address 81 Neftçilər prospekti, Bakı, Azerbaijan
Coordinates 40°21'48.904" N 49°50'8.188" E
