Prep the mango: Peel, pit, and dice mangoes into ~½-inch pieces.
Make filling: In a bowl, toss mango with lime juice, zest, sugar, cornstarch, and salt. Let rest 10 minutes until juices appear.
Mix dry crumble: Whisk oats, flour, almond meal, brown sugar, granulated sugar, cinnamon, salt, and baking powder in a large bowl.
Cut in butter: Add cold butter cubes and blend with a pastry cutter (or pulse in a food processor) until coarse crumbs form. Reserve 1 cup of this mixture for topping.
Assemble base: Line an 8×8-inch pan with parchment. Press remaining crumble evenly into the bottom.
Add filling: Spread mango mixture over the pressed base.
Top bars: Sprinkle reserved crumble over mango layer, leaving some fruit peeking through.
Bake: Preheat oven to 350 °F (175 °C). Bake 35–40 minutes until golden and bubbling.
Cool & slice: Cool in pan ≥1 hour (then chill 1–2 hours for clean cuts). Lift out via parchment and cut into 9–12 bars.