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shallow

io.github.Trupe-Rs/expert-brain · Verify this server

Search StackFast Brain knowledge through the AI6 MCP reader plane; use fetch with a returned result id for full text.

50.0/100

2 trials · measured 2 days ago

search scores 50.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against io.github.Trupe-Rs/expert-brain, 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
Credential class
gated
Category
Finance & compliance
Input schema
not declared
Output schema
not declared
Side-effect classification
read-onlyHeuristically read-only-eligible (readonly-heuristic.ts) and sample-called by the Phase 0 census shallow probe.

Score history

DayScoreTierMethodology
2026-08-3150.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1
sample_callfail: 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: search
[![Vouch score](https://vouch.tools/api/tools/681ceffa-128e-4dda-93c9-dd59b6b4b93b/badge.svg)](https://vouch.tools/tools/681ceffa-128e-4dda-93c9-dd59b6b4b93b)
search — Vouch