I have been suffering from the same thing since 30 weeks. It is indeed from all the stretching. What I found helpful is taking an oatmeal bath, try Dr Teal's oatmeal bath powder, also if you are taking a shower, try using shower soap that has oatmeal in it. It helps soothe itchy skin. Other than that, when things are really bad you could use calamine lotions too.