Or just set up a custom search engine in Chrome, eg:
chrome://settings/searchEngines
search engine: rapgenius.com
keyword: rg
url: http://rapgenius.com/search?q=%s
Then just type rg<tab> in the omnibox and search for whatever you want, and get taken to rg's serp.