monarch-database

Installation
SKILL.md

monarch-database

Overview

The Monarch Initiative integrates disease-phenotype-gene relationships from 30+ biomedical databases (OMIM, Orphanet, ClinVar, MGI, ZFIN, Reactome) into a unified knowledge graph. The REST API at https://api.monarchinitiative.org/v3/api provides access to associations between genes, diseases, and phenotypes using MONDO disease IDs, Human Phenotype Ontology (HPO) terms, and standard gene identifiers. No authentication is required; the service is free for academic use.

When to Use

  • Mapping a disease (MONDO ID) to all associated causal genes and their evidence sources
  • Retrieving phenotype profiles (HP terms) for a disease to build phenotypic similarity models
  • Ranking candidate genes by phenotypic similarity to a patient's HPO symptom list
  • Querying cross-species gene-phenotype associations (mouse, zebrafish, fly) for model organism comparisons
  • Exploring rare disease gene-phenotype networks for diagnostic candidate generation
  • Resolving entity metadata (gene symbol, disease name, phenotype label) from a MONDO/HP/HGNC ID
  • Use opentargets-database instead when you need drug-target evidence scores or tractability data alongside disease associations
  • Use clinvar-database when you need clinical pathogenicity classifications with submitter review status

Prerequisites

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Mar 16, 2026