Data portal client and server for NMDC.

MongoDB + Parquet analytics for NCBI BioSample/BioProject/SRA and NMDC submission-portal metadata. Environmental triad annotation, harmonized-attribute counts, measurement discovery, value-set voting sheets.

Framework and data for performing evaluations for AI-powered NMDC tools.

Runtime system for NMDC data management and orchestration

National Microbiome Data Collaborative (NMDC) unified data model

A repository to that holds the code for the NMDC Submission portal metadata suggestor tool, powered by AI

Iterative agent that maps arbitrary spreadsheets to the nmdc-submission-schema

The NMDC submission schema

AI-agent-assisted workflows for translating external metadata sources into NMDC-schema-compliant JSON