If you search directly from the Plugins page it works fine, but if you go to the search page via the menu dropdown, it appends a space on the end of the search string which then breaks the search. I've recorded an example here:

https://youtu.be/NAnHrpiLeqw

Sorry for not noticing this earlier! Confirmed it is an issue, which should be resolved now.