If you spend your travel time only in Tokyo, then the JR Pass is not necessary, except for its convenient use on Tokyo JR Network.
However, if you plan just a roundtrip to Kyoto, over several days or on the same day (about 2h30 for a one-way trip), to discover the traditional capital and its charms, then a 7-days JR Pass will save you money!