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I'm not sure how well it works w/ third party wireless routers, but it works perfectly w/ my Airport Extreme.
Basically, Bonjour makes every computer on the network accessible by its name. So if you have a MacBook Pro named "Tom", you'd enter Tom.local as the address.
As for a web server, Apache is built-in. Look under Sharing in System Preferences.