The 2006 James Madison Dukes football team represented James Madison University in the 2006 NCAA Division I FCS football season.
They were led by head coach Mickey Matthews and played their home games at Bridgeforth Stadium in Harrisonburg, Virginia.
JMU finished the season 9–3 with a record of 7–1 in their final season as members of the Atlantic 10 Conference.
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