The mortar between my patio bricks is crumbling away
sounds like mortar
if it's mortar, you can re tuck-point it all. Scrape/grind out the loose stuff, put new stuff back. 
not much you can do if it's exposed to the elements. How is your porch constructed? Are these bricks on a patio or some form of foundation?