search_services

shallow

io.github.nevermined-io/catalog · Verify this server

Search the Nevermined Agent Services Catalog for paid services, ranked by ARD HYBRID relevance — semantic (meaning) matches merged with lexical (keyword) matches, most relevant first — falling back to pure lexical when the embedding provider is unavailable. Each result includes a closed matchReason, a per-item rankingSource, and one scale-specific score. A query is required; the other filters are optional. Returns matching listings (vendor, protocol, price label, endpoint). Only the first page is returned: the `pageToken` in the result cannot be passed back to this tool, so to see other matches narrow the query or filters, or raise `pageSize` (up to 100). Discovery only; no payment. To have the platform PICK (and optionally pay) the single best service for a need instead of choosing yourself, use route_by_intent.

100.0/100

1 trials · measured 1 day ago

search_services scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.nevermined-io/catalog, measured 18 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
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-18100.0shallowv0.2.0

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_services
[![Vouch score](https://vouch.tools/api/tools/d2cfd7e2-ee97-474d-8972-c914d089a61f/badge.svg)](https://vouch.tools/tools/d2cfd7e2-ee97-474d-8972-c914d089a61f)
search_services — Vouch