Stir the yogurt and honey together in a tall narrow glass or mug wide enough to fit a pretzel rod.
Hold each pretzel rod by one end and dip it into the yogurt mixture, rotating slowly to coat about two-thirds of the rod. Let excess drip off for 5 seconds.
Lay each coated pretzel on the parchment-lined tray, leaving space between them.
While the coating is still wet, press two mini chocolate chips onto the yogurt near the uncoated end of each rod to form eyes. Press them flat-side-in so they stick.
Refrigerate the tray for 30 minutes until the yogurt is firm and the coating is set.
Serve from the tray or stand the mummy sticks upright in a small jar or cup.