gene_partners

shallow

im.cybergenic/mcp · Verify this server

The genes whose driver mutations co-occur with, or are mutually exclusive with, a given gene in patient tumours, strongest first by Benjamini-Hochberg q, from every pair Cybergenic's discovery scan tested: one row per partner and independent patient source, with the tumours, observed and expected co-alteration and the odds ratio. By default only pairs the scan's own gates keep (significant, a real effect size, a consistent direction, enough tumours); set passing_only to false to include significant pairs that fail a gate. Filter by cancer, direction and q threshold. Use it to survey a gene's co-alteration landscape before looking up a specific pair. Associations in tumour sequencing, not causal or clinical evidence.

100.0/100

1 trials · measured 2 days ago

gene_partners scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against im.cybergenic/mcp, measured 6 Oct 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
Credential class
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

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: gene_partners
[![Vouch score](https://vouch.tools/api/tools/0a3ae2a1-b7b6-4e11-9ecd-b25a9ec9029f/badge.svg)](https://vouch.tools/tools/0a3ae2a1-b7b6-4e11-9ecd-b25a9ec9029f)
gene_partners — Vouch