Preheat the oven to 350°F. Line the muffin pan with cupcake liners.
In a mixing bowl, combine honey graham crumbs and butter until well mixed.
Scoop about 1 tablespoon of cookie crumb mixture into each muffin tin. Using your fingertips, press the mixture into an even layer until it’s evenly packed.
Bake the cookie crust for 5 minutes. Allow it to cool on the countertop while you prepare the cheesecake batter.
Reduce the oven to 325°F.
In a large mixing bowl, combine cream cheese and sugar until well incorporated using a hand mixer on low speed.
Add in eggs, sour cream, and peppermint extract. Beat for about 1 minute. Mix in the quartered peppermint kisses with a wooden spoon.
Using a cookie scoop, scoop the cream cheese filling into each cupcake liner until it lines right at the top of the cupcake liner.
Bake in the oven for 20 to 22 minutes. Let cool on top of the countertop.
Meanwhile, in a medium mixing bowl, beat together heavy whipping cream and powdered sugar with a handheld mixer. Beat until it forms a peak.
Transfer the whipping cream into a piping bag.
Pipe the cream onto the middle of the cheesecake cups.
Place Hershey’s Kisses on top of the whipping cream.
Refrigerate overnight.