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You don't need a browser extension or an app for this.
Look at MEGA Upload for example. While it's primarily a cloud storage platform, it does allow for file/content sharing ... though not really in the social media kind of way I think you're getting at. But the technical way they implement it could help you.
When you sign up there, you set a password, and the hash of that password is then your encryption key. All your client (whether an independent app or just a script on a web page) needs is the ability to hash the user's password to be able to reconstruct the key and begin decrypting things.
The main weakness of this is that users must remember their own password. Due to the zero-knowledge encryption, the host cannot know the password and cannot recover it. So if the user forgets their password, then they're just shit out of luck, and all their content is forever inaccessible.
This would work as an independent app. But as a web page, it would be delivered by the web server, requiring you to trust that the server is not snooping on your decrypted content (by sending it back to the server post-decryption).