MCPquality 0.55
ColabFit
Query and download datasets from the ColabFit materials science database
What it does
Query and download datasets from the ColabFit materials science database
Provides programmatic access to the ColabFit Exchange, the world's largest hub for machine learning interatomic potentials (MLIPs) datasets. Enables querying and downloading curated datasets for materials science and chemistry research. All content is open source and freely available in standard formats including LMDB, Parquet, and XYZ.
Capabilities
mcptransport-stdioopen-source
Server
Quality
0.55/ 1.00
deterministic score 0.55 from registry signals: · indexed on pulsemcp · has source repo · 2 github stars · registry-generated description present
Provenance
Indexed frompulsemcp
Enriched2026-04-29 11:21:54Z · deterministic:mcp:v1 · v1
First seen2026-04-21
Last seen2026-04-29