find_related_tools

shallow

io.github.shawndei/glimind · Verify this server

Discover tools that other agents commonly use TOGETHER with a given tool (from real usage). Call this to find the complementary tools you'll likely need next for a task, or to discover better-fitting tools you didn't know existed.

100.0/100

1 trials · measured 8 days ago

find_related_tools scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.shawndei/glimind, measured 25 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
self-provisionable
Category
Communication
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

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: find_related_tools
[![Vouch score](https://vouch.tools/api/tools/c07c9576-12c2-4825-a892-8120d206e949/badge.svg)](https://vouch.tools/tools/c07c9576-12c2-4825-a892-8120d206e949)
find_related_tools — Vouch