Oak Harbor (City) Home » Glossary Terms » Oak Harbor (City) Oak Harbor (City) Oak Harbor is a city on Oak Harbor bay on the east shore of Whidbey Island in northwest Island County. It was founded in 1849 making it one of the older Puget Sound communities. The Indian name for the place was Kla-tole-tsche. (see Oak Harbor)