I ran into a strange issue that MATLAB was stalling for a long while each time I issued a command and took a long time to execute scripts. Seems the issue was that the current directory I was working in had over 30000 files. My guess is that this was causing the parser to freak out when searching for available functions. Anyway, moving these files (some generated data) to a subfolder not in the working path fixed the issue.