The International Neuroinformatics Coordinating Facility (INCF) hosted their Neuroinformatics Assembly on 19 ^th -23 ^rd April 2021. This conference aims to highlight open innovation in neuroscience, and additionally to showcase recently developed software tools and data infrastructures.