Ryvita:
I assume your ancestors were Roman Catholic. The RC parish for Duleek has late starting records-- 1852. You don't mention when they were married or if they had children but a search of the subscription site Roots Ireland fails to turn up the marriage record or any baptismal records for children.
Do you have more info on Richard and Mary? Did they stay in Ireland or emigrate?
Roger McDonnell