We've been using TypeScript with Angular 1 projects for almost a year now and have really been enjoying it. Having it integrated directly into the framework is a great improvement for my team, at least.
Yes. You just include a "type definition file" for Angular in your project. There is a very large existing repository of type definitions for popular JS libraries in the DefinitelyTyped project.