I agree that Joann's is great when you use their coupons. Sign up for their ads and receive additional coupons.
I also like "Threads and More" as they have some supplies I can't find at most LQS and good prices.
I got a cutting mat, 6 x 14" ruler and rotary cutter for around $25.00 with the 50% off coupon from Joann's