Lemon garlic shrimp is a buttery, baked shrimp dish flavored with lemon pepper, garlic, and herbs de Provence. Ready in just 20 minutes, this recipe makes a quick weeknight dinner or a stunning appetizer. Serve it with bread, rice, or pasta for a delicious and easy meal.