Mexican wedding cookies are delicate, buttery cookies filled with finely ground nuts and covered in powdered sugar. They have a slightly crumbly texture, similar to shortbread cookies. These cookies go by many names including snowball cookies, Russian tea cakes, sugar butter balls, or Swedish heirloom cookies.