Is it possible to use AWS ECR as Docker's Registry?

I was expecting there to be some way of registering remote repositories with Docker Desktop, so it would know where to pull images from automatically without me having to manually pull them. Looks like there is no such functionality at the moment. I guess like the other poster mentioned a custom extension could be one way of accomplishing that.