gnomad_get_gene_constraint

shallow

io.github.cyanheads/gnomad-genetics-mcp-server · Verify this server

Fetch gnomAD loss-of-function constraint for a gene — pLI (probability of LoF intolerance; >0.9 intolerant), LOEUF (oe_lof_upper, the headline metric; <0.6 intolerant in v4, <0.35 in v2) plus its lower bound, observed/expected ratios for LoF, missense, and synonymous variation, and the three Z-scores. This is the orthogonal axis to allele frequency: a loss-of-function variant matters far more in a gene intolerant to being broken. Accepts an HGNC symbol (PCSK9) or an Ensembl gene ID (ENSG00000169174). Many genes have null constraint (sparse upstream) — null fields are reported as such, never fabricated. v4 constraint is flagged beta by the gnomAD team; constraint_flags surfaces any caveats. Echoes the effective dataset and reference build.

100.0/100

1 trials · measured 2 days ago

gnomad_get_gene_constraint scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.cyanheads/gnomad-genetics-mcp-server, measured 31 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote + stdio
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-31100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: gnomad_get_gene_constraint
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gnomad_get_gene_constraint — Vouch