Pour the olive oil into a small cast iron skillet over medium heat. Saute the scallions until softened, then add the garlic, cayenne and cumin. Next add the tomatoes, salt and pepper. Add the honey if the tomatoes aren't sweet enough to your taste. Simmer for 15 minutes until the mixture thickens a bit.
Once mixture is heated up, crack one egg in each quarter of the skillet. Spread the whites with a fork so that they cover the surface more evenly. Simmer until the eggs are cooked to your liking, about 5 minutes will cook the eggs so that they’re still soft inside but not runny.
Serve garnished with cilantro and warm whole grain bread for dipping.