Oh yes, there are spiders in Madeira and some of them can be quite large. Scary, maybe, but these, too, are completely harmless. The best known is the Hogna maderiana, the Madeira Wolf Spider, sometimes also called the Madeira Tarantula. It is completely harmless, though scary for anyone afraid of spiders.