I have received improved goodness of fit indices after applying modifications suggested from the MI. The modifications can be justified based on the theory.
should I apply these new changes to final scale Structure? What to do next?
Yes, if you want the best fitting model, and you can justify the additional effects theoretically, then the only downside might be "over-fitting" your particular sample, which you can mention when you discuss "Limitations."