Fallon is a veteran of "Saturday Night Live" and host of "Late Night" since March 2009.
He joked in a statement that hosting the Emmys "has been a dream of mine ever since they told me I was doing it."
Nominations for the awards, presented by the Academy of Television Arts & Sciences, will be announced July 8.