See also the "Explore by Place" tab, for guidance on finding GIS open data portals or repositories for specific locations.
The following resources are designed to help you find data that is specifically formatted for use in GIS software. By definition, then, everything you find here will be spatial data. Most of these have a very wide scope and are designed to help you find all available data within that scope.