Feather Stitch is a decorative stitch, usually, used to accompany it with embellishments or other forms of stitches like the French knot. This stitch can be used liberally to make beautiful borders, horizontal or vertical fillings, or even designs with curves. It looks like a series of interconnected ‘V’s.