Art, 3rd party candidates frequently run for local offices. (And are doing rather well in CA.) However, they rarely have money for any kind of press or publicity, so you rarely hear about them. The Dems and Repubs are usually funded by the party itself.

Here's a list of 2002 Green candidates, and who got elected for what.
http://greens.org/elections/