Depends on how far back you go, and how you define toy. :)
When I was very little I had taken possession of one of my fathers flannel singlets. I had that as a "toy" for many years, it had a name and served many purposes (almost like Linus' blanket in the Peanuts).
As a toy proper my favourite was a bucket of Lego.