Town will host the Valiants at Harrison Park on Wednesday 1st April, kick-off 7.45pm.
It is Blues first appearance at this stage of the competition since 2007 when they lost 3-2 at home to Kidsgrove Athletic.
The winners will face wither Walsall Wood or Stafford Rangers in the final.