While this application is in progress, here are the instructions to work 
this on a single image.

Requirements:

- No HD Fonts
- PyPNG package.

To install the pypng package download it at: 
http://code.google.com/p/pypng/downloads/list

Extract it and in a console or terminal change to the director

> python setup.py install

Once that is done, cd to the mcocr directory and run

> python mcocr/__init__.py /path/to/screenshot.png