I've just installed this addon, but it doesn't work (running Firefox 63). A shame, because it was exactly what I was looking for.
Currently, the toolbar button flashes for like 1/10th of a second when loading each page and is disabled right after. Clicking on it when it's lighted up still gives access to the summary, which shows no time has been counted whatsoever.