Heat the olive oil in a large sauté pan over medium heat. Sauté the diced onion and bell pepper for about 5 minutes, or until the onion turns translucent.
Incorporate the garlic and spices, cooking for another minute to release their aromas.
Add the tomatoes and their juices to the pan. Using a large spoon, break down the tomatoes until they are well crushed. Season the mixture with salt and pepper, then bring the sauce to a gentle simmer.
Create small wells in the sauce with the back of your spoon and crack an egg into each well. Allow the eggs to cook for 5 to 8 minutes, or until they reach your desired level of doneness. Cover the pan with a lid to speed up the cooking process if needed.
Just before serving, sprinkle with chopped cilantro and parsley for a fresh burst of flavor.