I went to Lulu Gharaffa  two weeks ago and they have  Shirataki noodles in stock. They are located in the fridge next to the tofu, opposite the salad bar.

U can also try to look in Megamart  ansd if u want a wide range of japanese and korean product, u can visit korean supermarket in Bin Mahmoud.