It's not that cumbersome in Chrome. Right click the URL bar -> "Edit search engines" -> Find the search engine you'd like to easily search, double click the second column and enter a keyword for it. For example, for wikipedia, I have "wp" as a keyword. In the URL bar, you can just type "wp<tab>" and you can search wikipedia.