Yes, Crosswings Tokyo is great. If you know what you want, you can pre-order for pick-up; they'll let you open the boxes for inspection.
Make sure you don't take too much money with you and leave your credit card outside. ;-)
It's right by Asagaya train station, you can see it from the platform, really easy to find: The shop under the orange awning...