For some background on the direction of the Jupyter project, check out this recent talk at PyData Amsterdam (http://pydata.org/amsterdam2016) by Min Ragan-Kelley & Thomas Kluyver.
They talk about how Jupyter has "evolved from a Python-specific tool to a general data science tool that supports many different languages."