I didn't find straw needles at the local quilt shop but did find Piecemakers brand "Hand Applique" fine sewing needles. They are described as Sharps size 12. I had someone tell me that the straw needles broke quite often for her and I have been known to bend many a needle in hand quilting, so I thought I'd take her suggestion and go for the sharps first.
Oh, I also found the Clover applique pins to help me get started. I'll keep my eyes open for the tiny ones without the bead head. Thanks to everyone for all your helpful suggestions.