You can see your current adventure rank on the top left corner in the village.

By clicking on your profile you can also see how much adventure XP you need to level up.

The adventure rank unlocks new buildings in the village adding new features in the game.

How do I increase my adventure rank?

You can increase your adventure rank by completing new stages and dungeons for the first time in adventure mode.