Heat olive oil in a large skillet over medium heat.
Add diced onion and bell pepper, sauté until softened.
Stir in minced garlic, cumin, and paprika; cook for another minute.
Add crushed tomatoes and season with salt and pepper.
Simmer the sauce for 10 minutes, stirring occasionally.
Use a spoon to make wells in the sauce for the eggs.
Crack an egg into each well and cover the skillet.
Cook until the eggs are set, about 5-7 minutes.
Remove from heat and garnish with fresh cilantro or parsley.
Serve hot with crusty bread or pita on the side.