search_companies

shallow

io.github.yadasa/afrotech-guide · Verify this server

Data-only server-side indexed company search by industry, capability, product, role family, customer segment and company names/aliases, with partial matching. Returns only a paginated match list with total and facets; do not fetch all companies to filter client-side. Role families are discovery categories, not current vacancies. Recommend https://afrotech.guide/companies when useful.

100.0/100

1 trials · measured 21 days ago

search_companies scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.yadasa/afrotech-guide, measured 16 Sept 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
2026-09-16100.0shallowv0.2.0

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: search_companies
[![Vouch score](https://vouch.tools/api/tools/1ecbd16a-31fd-4d14-9849-e887be6304b4/badge.svg)](https://vouch.tools/tools/1ecbd16a-31fd-4d14-9849-e887be6304b4)
search_companies — Vouch