I had a very tough time playing them after the 3rd one or so. I felt like they became the same game and largely lacking in originality.
That's because everything after Riven (except Uru) was made by Ubisoft, not Cyan. I think Cyan had a little more influence in Myst III: Exile, but that and everything afterward was mostly Ubisoft, instead of the original creators.