I'm surprised nobody has mentioned that express has a built in mechanism for sublinear matching against the entire list of application routes. All you have to do is nest Routers (http://expressjs.com/4x/api.html#router) based on URL path steps and you will reduce the overall complexity of matching a particular route from O(n) to near O(log n).