Try eBay, you can get most things there.
Hopefully they will do signed First Day covers like they did with the Dalek stamp released years ago.
They had the first seven Doctors on one with replica autos for the three dead ones and genuine autos for the four living.
They also did seven companions auto stamp cover, Susan, Zoe, Liz, Sarah, Nyssa, Peri and Ace.