I'm surprised to see so many incorrect definitions of what a memory leak actually is. Without a concrete definition, a discussion on whether it's a bad thing or not will go nowhere.
As some commentors have rightly pointed out, a memory leak only happens when memory allocated by a process goes out of scope to the extent that the process is no longer able to reference or delete it.
A process which is grabbing more and more memory is not necessarily leaking. So long as it is able to reference and deallocate that memory, then it remains under the explicit control of the process and has not leaked. The process may well be badly designed, especially in the context of a system where memory is limited, but this is not the same as a leak. Conversely, losing scope of, say, a 32 byte buffer is still a leak, even though the amount of memory leaked is small. If you think this is insignificant, wait until someone wraps an algorithm around your library call and calls it 10,000 times.
I see no reason whatsoever to allow leaks in your own code, however small. Modern programming languages such as C and C++ go to great lengths to help programmers prevent such leaks and there is rarely a good argument not to adopt good programming techniques - especially when coupled with specific language facilities - to prevent leaks.
As regards existing or third party code, where your control over quality or ability to make a change may be highly limited, depending on the severity of the leak, you may be forced to accept or take mitigating action such as restarting your process regularly to reduce the effect of the leak.
It may not be possible to change or replace the existing (leaking) code, and therefore you may be bound to accept it. However, this is not the same as declaring that it's OK.