Scalable SQLite database for fast querying of gnomAD variant annotations (allele frequency, depth, population metrics). Supports gnomAD v2-v4, WGS and WES.

Ancestry allele frequencies, LoF constraint, variant lists, and coverage from gnomAD, joined with ClinVar clinical significance - via MCP. STDIO or Streamable HTTP.

An open knowledge base for HLA matching, allele frequencies, haplotypes, and immunogenetics.

Site frequency spectrum of allele frequencies across a population, the workhorse summary of population genetics.

MCP server for gnomAD (Genome Aggregation Database): variant allele frequencies, gene constraint, coverage, structural and mitochondrial variants, and liftover — as typed tools for LLM agents.