search

shallow

ai.whatareyoubuilding/wayb · Verify this server

Search across both products and communities at once, returning lightweight results — id, title, url — for retrieval with fetch. Call this when you do not know which collection the answer lives in, or when you are a deep-research client that expects the conventional search/fetch pair. It is deliberately thin: it is the discovery half, and fetch is the other half. Do not call it when you already know you want products or communities specifically — search_products and search_communities take real filters (region, category, funding stage, raising status, platform) and return structured fields instead of prose, which is almost always the better answer. Ids come back prefixed as "product:<id>" or "community:<id>"; pass them to fetch unchanged.

100.0/100

1 trials · measured 1 day ago

search scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.whatareyoubuilding/wayb, 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: search
[![Vouch score](https://vouch.tools/api/tools/d8687760-1a3a-4332-b251-8ab837a7822e/badge.svg)](https://vouch.tools/tools/d8687760-1a3a-4332-b251-8ab837a7822e)
search — Vouch