It depends. While mayflies do not sting or bite, accumulations of dead mayflies may cause hay fever, asthma, and other allergies along with creating an offensive, fish-like smell.
Although rare, mayflies have been known to create slippery and dangerous driving conditions when they appear en masse—especially during mating season.