However, it's not terribly actively maintained. In particular, it has a bug when it loads background tabs. There's a patch someone posted to the mailing list. To use it, just install this version instead:
http://www.paperlined.org/apps/mozilla/projects/slogger/0.6.20061221_patched.xpi