leads_research_institutions

shallow

io.github.ColinHughes2121/gocreative-agent-api · Verify this server

Research institutions worldwide by keyword — name, type, country, homepage from OpenAlex. For academic BD, grant-prospec Cost: $0.005–$0.05 USDC on Base per call.

100.0/100

1 trials · measured 8 days ago

leads_research_institutions scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.ColinHughes2121/gocreative-agent-api, 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
open
Category
Legal & government
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: leads_research_institutions
[![Vouch score](https://vouch.tools/api/tools/3865053e-cf0b-419c-83d8-2097ede55c74/badge.svg)](https://vouch.tools/tools/3865053e-cf0b-419c-83d8-2097ede55c74)
leads_research_institutions — Vouch