Yes, that is the time for highest chance of pregnancy. It would only hold true for a regular 30 day cycle, not if the periods are irregular/cycles shorter/longer. The remaining time chances are quite low.
It is not a good idea to take any medicine which is not absolutely necessary in the first trimester. If vit d is needed because of diagnosed deficiency, it is best taken in second and third trimesters.