Comment 39 for bug 175490

This was happening to me. Deleting the ~/.glipper folder allowed it to run again.

I suggest glipper detect this and automatically delete the offending files. One's clipboard history is not important data (i.e. if you care about it, you'll have it in a file), deleting it at startup is not a problem IMO.