Although the overall causes of Shay's Rebellion were somewhat complicated, the most direct factor was "high taxes" since many people didn't believe the federal government should tax consumer goods.
Most likely the colonists' response to th Stamp Act seeing that they refused to buy many goods from Britain following the Stamp Act.