This site is meant to help in creating JSON Web Tokens for use in test scenarios. The generated tokens are indeed valid and the same as would be used in a production environment. But I'd prefer you not upload your "real" private signing keys to me:)
Project site on GitHub. Feel free to clone the project and submit a pull request.