Beat eggs and milk with a fork or wire whisk in a medium bowl until fluffy. Add roasted chile, salt, and pepper and lightly combine.
Heat olive oil in a nonstick skillet over medium heat. Add egg mixture to skillet and cook over low heat, stirring frequently, until eggs are thoroughly cooked about 2 minutes.
Slice each croissant in half. Brush each half with melted butter.