Sewing Stores?

Where can I find sewing supplies? Preferably south shore Suffolk, but I'll out and about this weekend so I'm open to other options on the island - don't want to travel into the city.

I tried the Joann on Sunrise in Holbrook but they did not have what I wanted. I'm looking for a good selection of trims, twill tape, buttons, etc.