I’ve just replaced my fuel filter housing because of the exact same problem. It gets worse the longer you leave it. What you’re doing, basically, is having to prime the fuel system on every start.
New fuel filter housing is about £120, but be aware,if you do it yourself, the two 13mm bolts...