Mapnik is an open source mapping library written in C++ that can be used to generate maps from various data sources. It has a core API in C++ and Python that provides flexibility in map generation. Mapnik works by using a drawing API to render maps and can integrate with other languages like Node.js. It is recommended for use due to being free, well supported by a large community, and its ability to easily integrate map generation into development workflows.