Anchor Stitch. This stitch is similar to Horn stitch, but with a longer middle portion. To work, make two side stitches joined at the bottom ; make a Chain stitch covering the joining, fasten this Chain stitch down by means of a long overcast stitch, taking the needle to the back of the work.