Agnes was the daughter of Otto Rumschöttel and Katharina Molch von Prüm. The date and place of her birth have not been found.
Her husband was Johann V von Metternich-Zievel, who she married in JUN 1424. The place has not been found. Their two known children were Katharina (?-1467) and Karl III (1450-1496).