Glimmer turns a research project into a navigable knowledge graph you can explore, run, verify, and extend — every result carrying a trace you can check.
A project becomes a living knowledge graph — not a folder of files.
Frame questions & hypotheses — preregistered, versioned.
Bring data & literature into the knowledge graph.
Run pipelines & notebooks in the browser, with agents.
Reproduce & validate — provenance on every output.
Share openly: paper, graph, and runnable artifacts.
Navigate methods, concepts, datasets & publications.
In-browser Python — no install, nothing leaves your machine.
Brain & data viewers with voxel readout and overlays.
Write the manuscript in the browser — no account needed.
Ask for the data you need; every export is logged.
Live services, deployments, cost & audit trail.
Reproducible. Transparent. Yours.
A real, live instance — striatal parcellation across development — recovered into Glimmer: 140+ subjects, a literature graph, runnable analyses, and multicontrast brain images.
Try the live demo, read the preprint, or join the waitlist to stand up your own reproducible project.