Will base map services and dynamic overlays work as WMS or KML?

Yes, visit The National Map-Service Endpoints list.  There are REST and WMS links in addition to a Google Earth link at the top of each REST service URL. For additional guidance, please go to The National Map Viewer Quick Start Guide.