Heat olive oil in a large skillet over medium heat. Add the onion and bell peppers and sauté until softened, about 5 minutes.
Add minced garlic, ground cumin, smoked paprika, cayenne pepper, salt, and black pepper. Cook for another minute until fragrant.
Pour in the crushed tomatoes and simmer for 10 minutes until the sauce thickens slightly.
Make small wells in the sauce and carefully crack the eggs into the wells. Cover the skillet and cook for 7-10 minutes until eggs are cooked to your liking.
Garnish with chopped fresh parsley and serve hot with crusty bread or pita.
Notes
For a richer flavor, add crumbled feta cheese on top just before serving.