Is it possible to link a domain to my server without a DNS?

I have a local server that I'd like to link to a domain without setting it up through DNS.

Is this possible?

Sorry if I sound dumb, but what does a DNS server do exactly? Why not just link the domain directly to my IP address, even if it's static?