Combine chili powder, salt, and pepper; rub evenly over catfish fillets.
Heat oil in a nonstick skillet over medium-high heat; add catfish, and cook 4 minutes on each side or until fish flakes with a fork. Place on toasted French bread; top with Maque Choux. Serve immediately.