Here are two sites in English! I have no idea how to work those sites in Kanji. Does anyone else have more sites like this in English for Yokosuka? I am moving there soon too.
http://www.smilehouse.co.jp/Englishi%20newpage.htm
Iino Real Estate Yokosuka House Agent