Integrating markdown in web app

I'd like to know how can I integrate markdown into may web app so comments/posts written in markdown syntax are converted to HTML upon posting (Reddit or SO-style). I've considered parsing the input to HTML or use some library (although I haven't found one yet).

Example (taken from http://ift.tt/2fkfQos): --strikethrough-- -> --strikethrough--