Create a taxonomy archive template for base

I have a custom taxonomy Color, and it has terms Blue, Red, Green. Each of those have posts.

I want to create an archive for Color so that when I go to domain.com/color/ it should show a list of all the terms (not the posts).

Is this possible with a template or do I need to create a standard page instead?

Thanks