Why it's the capital
According to the Book of Settlement, Ingólfr Arnarson came from Norway in 874 and settled here after throwing his high-seat pillars overboard and following where they came ashore. The Althing parliament was re-established in Reykjavik in 1845, which made it the capital of Iceland.