Combine graham cracker crumbs, melted butter, sugar, and salt in a medium bowl, stirring until the mixture resembles wet sand that holds together when you squeeze it. Press this mixture firmly into the bottom of a 9-inch pie dish, using the bottom of a measuring cup to create an even layer. The pressure matters here because a loose crust will shift and crack when you slice—I learned this the hard way during my first attempt when the whole bottom slid during plating.
Place the crust in the freezer for 15 minutes while you prepare the filling. This brief chilling time prevents the butter from melting when the cold filling touches it, which keeps the crust's texture distinct rather than becoming one mushy layer.
Beat softened cream cheese in a large bowl for 2-3 minutes until it becomes completely smooth and pale. Stop frequently to scrape the bottom and sides because lumps hide in corners and multiply when condensed milk gets added. I've made this cozy no bake key lime pie summer recipe dozens of times, and smooth cream cheese is the single biggest difference between versions that impress and versions that disappoint.
Pour sweetened condensed milk slowly into the cream cheese while beating on low speed, pausing every few seconds to let it incorporate. The mixture will thicken noticeably as you beat—this is exactly what you want because the condensed milk's sugar content activates the cream cheese's natural binding properties. Add vanilla extract and key lime zest next, beating until combined.
Gently fold in the fresh key lime juice using a rubber spatula—fold rather than stir because the acid will begin setting the filling immediately, and vigorous mixing can create an uneven texture. You're looking for a uniform light-green color throughout without any white streaks. The filling should look thick enough to hold its shape but soft enough to spread, like soft-serve ice cream consistency.
Remove the cold crust from the freezer and spoon the filling into it, using an offset spatula to create an even surface. Refrigerate uncovered for at least 3 hours, though overnight is genuinely better because the flavors meld and the texture becomes more stable for slicing.
Before serving, top with whipped topping, toasted coconut flakes, and a thin line of key lime zest around the rim. These final touches take 60 seconds but signal that this dessert deserves attention.