Preheat oven to 425°F. Heat oil in a large ovenproof skillet over medium-high heat. Add onion, garlic, and jalapeños; cook, stirring occasionally, until onion is soft, about 8 minutes. Add chickpeas, paprika, and cumin and cook for 2 minutes longer.
Add crushed tomatoes and their juices. Bring to a boil, reduce heat to medium-low, and simmer, stirring occasionally, until sauce thickens slightly, about 15 minutes.
Season to taste with salt and pepper. Sprinkle feta evenly over sauce. Crack eggs one at a time and place over sauce, spacing evenly apart. Transfer skillet to oven and bake until whites are just set but yolks are still runny, 5-8 minutes. Garnish with parsley and corridander. Serve with pita for dipping.