There are some reports of failure but i think it all depends on the staff.
I once met someone in the cafe who said he didn't speak any Japanese, but most people on here report it didn't work for them if they couldn't soeak Japanese.
I'd recommend trying it if you are in the area and have some free time, and since they are located in the most active, major wards that should be possible sometimes. Just dont expect it too much.