The 2006 season was the Kansas City Chiefs' 37th in the National Football League (NFL), their 47th overall, their 44th in Kansas City, and their first under head coach Herm Edwards. The team failed to improve on their 10–6 record from 2005 after starting at 0–2 start and ending the year with a 9–7 record.