ZipInfo.com will give you the latitude and longitude of any US zip code.

US Geological Survey GNIS Query Form gets you coordinates for features (named mountains, etc.) anywhere in the US, along with a link to a topographical map.

Worldwide Directory of Cities and Towns from the Global Gazetteer has info on almost three million places worldwide.