The reason there's no other penguins is that Club Penguin Island was shut down in late 2018. The only mode is now Offline Mode. Similar to the original Club Penguin, there's a few private servers around, but be very careful when signing up for one.
I think you are in offline mode, as the online mode has been shutoff since 2018.
What do you think?