Scientific computing workflows have become increasingly complex, often comprising of numerous interdependent tasks executed on distributed computing resources.
We present an ecosystem consisting of NeuroBagel, a distributed and scalable approach based on semantic web technologies for harmonizing and sharing phenotypic and neuroimaging variables with a DataLad backend, and NiPoppy, a specification for MRI processings to integrate derived data and curation information.