Depending on how important it is for you to keep your URI without querystrings, you can also just pass the value with dots as part of the querystring, not the URI.
E.g. www.example.com/people?name=michael.phelps will work, without having to change any settings or anything.
You lose the elegance of having a clean URI, but this solution does not require changing or adding any settings or handlers.