The 33-year-old, who is married to Hugh Dancy, gave birth to her first child Cyrus Michael Christopher Dancy on December 17.
Danes is said to be offered a salary increase to stay on the programme but she is keen to remain at home with her first child, reported Showbizspy.
"Claire has finally discovered the one thing she loves more than acting