get_model_intelligence

shallow

io.github.AtticStandard/atom-mcp-server · Verify this server

Six capability and coverage measures drawn from the metadata behind every tracked model: reasoning tier share, long-context saturation, frontier context ceiling, output ceiling spread, training cutoff lag and vendor modality breadth. Read alongside the market KPIs, they explain why models are priced the way they are. Free: fully public, the same figures atticstandard.com publishes.

100.0/100

1 trials · measured 2 days ago

get_model_intelligence scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.AtticStandard/atom-mcp-server, 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: get_model_intelligence
[![Vouch score](https://vouch.tools/api/tools/73613073-2b93-4c2f-9379-f95f5ba920c7/badge.svg)](https://vouch.tools/tools/73613073-2b93-4c2f-9379-f95f5ba920c7)
get_model_intelligence — Vouch