The Cape May Lighthouse should be at the top of your list of what to do while there. Restored in 1983, it was originally built in 1859 and automated in 1946. This is the third lighthouse to be built at Cape May Point, the first in 1823 and the second in 1847. There are 199 steps to the top. 215 Light House Ave, Cape May Point.