Preheat the oven to 350°F (175°C). Line two baking sheets with parchment paper.
In a large bowl, combine the peanut butter, granulated sugar, egg, and baking soda. Mix until smooth and well combined.
Roll the dough into 24 equal-sized balls, about 1 inch in diameter, and place them on the prepared baking sheets about 2 inches apart.
Use a fork to gently flatten each ball, creating a crisscross pattern on top.
Bake in the preheated oven for 8 to 10 minutes, or until the edges are lightly golden.
Immediately after removing the cookies from the oven, press one Hershey’s Kiss into the center of each cookie.
Allow the cookies to cool on the baking sheets for 5 minutes, then transfer them to a wire rack to cool completely.