I'm pretty sure Flask is as robust as it's going to be. Flask is Django without all the batteries included, which is what you're asking for. Throw Jinja2 templates in there and SQLAlchemy for an ORM and that's exactly what you're after.

Now, if you want views and middleware too, well that's core Django and you probably want django as well.

What parts of it see too rigid to you?