I've used Bostik Flexacryl on a deteriorating felt roof with some success, although I re-inforced some cracks in the felt with scrim embedded in the Flexacryl.
You can get Flexacryl in a lightish grey colour which, unlike black, doesn't get so hot in the sun, prolonging its life