For small private chats on your phone, not a lot, but because of a number of decisions, it does not work very well with large IRC-style rooms full of people you might not know.
You can't run your own signal server. If that isn't huge then nothing is.
To be more precise you can run your own server but it would not connect to the rest of the network (so it's useless).