The bomb was thrown at a house on Bishop Street on Wednesday night at around 9pm.
It struck the property and set the guttering on fire, causing minor damage.
Fire crews attended and extinguished the blaze.
The couple were not harmed in the incident.
Police have appealed for anyone with information on the attack to contact them.