fdr_correction

shallow

im.cybergenic/mcp · Verify this server

Multiple-testing correction for a list of p-values: Benjamini-Hochberg q-values and Benjamini-Yekutieli, Holm, Hochberg and Bonferroni adjusted p-values, the number of discoveries at alpha for each method, and the Benjamini-Hochberg cutoff rank. Pass family_size when more tests were run than the p-values supplied (for example only the top hits were kept). Up to 10,000 p-values per call; the same implementation as cybergenic.im/tools/fdr-correction, verified against R p.adjust and statsmodels.

100.0/100

1 trials · measured 2 days ago

fdr_correction 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: fdr_correction
[![Vouch score](https://vouch.tools/api/tools/a75a59eb-367e-403e-ad3d-42fe949fb61c/badge.svg)](https://vouch.tools/tools/a75a59eb-367e-403e-ad3d-42fe949fb61c)
fdr_correction — Vouch