Grip allows you to review your markdown docs locally. Power by Python, Grip starts a local web service.
$ grip README.md * Running on http://localhost:6419/ (Press CTRL+C to quit)
Now point your browser at that URL. You can background the service too and it will detect edits in your markdown file automatically.