Modtrove is an open source electronic lab notebook that was derived from Labtrove from the University of Southampton. It allows for digital notes, interactive diagrams and templates that can be searched and retrieved faster than traditional handwritten lab books. Modtrove adds improved user interface features while maintaining the core blog functionality of Labtrove. It integrates with other frameworks through APIs and allows embedding of chemical structures for substructure searching and visualization. In the future, Modtrove may incorporate text mining of notes to identify chemical entities and natural language processing to allow searching based on relevant components of procedures.