They are incompatible.
The 05+ have a wider track than the 99-04 models. The way the knuckle is set up, is that on the passenger side, a single bolt secures both the tie rod and the drag link on opposite sides of the knuckle in single shear.
Also, the drag link will be too long for your application, and probably won't clear the leaf springs without the slight bend.