we have more than dozon of wcf services and being called using TCP binding. There are a lots of calls to same wcf service at various places in code.
AdminServ
In my experience, creating/closing the channel on a per call basis adds very little overhead. Take a look at this Stackoverflow question. It's not a Singleton question per se, but related to your issue. Typically you don't want to leave the channel open once you're finished with it.
I would encourage you to use a reusable ChannelFactory implementation if you're not already and see if you still are having performance problems.