Publish and discover ML models, datasets, plugins, compute clusters, and more. Everything your team needs for materials science — in one place.
ML Models
Standard reviewe.g., MEGNet, CGCNN, M3GNet, MACE, ALIGNN, SchNet
Datasets
Light reviewe.g., Materials Project, AFLOW, OQMD, JARVIS-DFT
Plugins
Light reviewe.g., VASP wrapper, LAMMPS runner, custom featurizer
MCP Servers
Standard reviewe.g., OPTIMADE query, structure visualization
CLI Tools
Light reviewe.g., Structure converter, CIF parser, POSCAR validator
HPC Clusters
Heavy reviewe.g., University cluster, cloud HPC, national facility
Robot Labs
Heavy reviewe.g., Self-driving lab, automated synthesis
Test Facilities
Heavy reviewe.g., Tensile testing, SEM/TEM, XPS, thermal analysis
Create a resource, upload your artifacts, then submit for review. Once approved, it appears in the marketplace for everyone.
# 1. Create the resource
POST /api/v1/resources
{
"type": "model",
"name": "MEGNet Formation Energy",
"slug": "megnet-formation-energy",
"project_id": "...",
"tags": ["property-prediction", "perovskite"]
}
# 2. Submit for review
POST /api/v1/resources/{id}/submit
# 3. Once approved, it's live on the marketplaceEvery resource goes through review before it's listed. The depth of review depends on the resource type.
Automated checks + metadata review. Usually approved within hours.
Automated checks + manual review of artifacts and claims.
Full vetting — security audit, capability verification, SLA review.
Publish new versions of your resources with changelogs. Users can pin to a specific version or track the latest.
POST /api/v1/resources/{id}/versions
{
"version": "2.0.0",
"changelog": "New input format. Added uncertainty estimates."
}Grant specific projects access to your resources, with optional usage quotas.
POST /api/v1/resources/{id}/grants
{
"project_id": "...",
"quota_limit": 1000
}Find resources by name, type, or tags. Full-text search across all approved marketplace listings.
GET /api/v1/resources?q=formation+energy&type=model
# Filter by type, tags, sort by date or name
# Pagination with limit and offset