If you are a PhotoCircle+ or Premium Plan subscriber, you can download all media in a Circle via both the mobile app and PhotoCircle for Web.

On web, open the Circle whose media you wish to download and click on three dots menu in upper left corner of the photo grid. Click "Download All Media."