The border as well as the background colour and the margin under a CMS block come from ThemeWare® CMS styling.
You can activate or deactivate the CMS styling of ThemeWare® for different page types. In addition, you can customise each CMS block with special CSS classes.
You can find more information on this in the following instructions:
ThemeWare® CMS styling for Shopping Experiences