search_communities

shallow

ai.whatareyoubuilding/wayb · Verify this server

Search builder communities — the Slack workspaces, WhatsApp groups and meetups that independent builders actually gather in — by free text, region, topic and platform. Each result carries a real join link. Call this when someone wants to reach a scene rather than a person: where founders in a given country talk to each other, which group covers a topic, where to go to meet builders in a region. Do not call it to find products or their builders — that is search_products. Communities and products are separate records; a community is a group of people, not something someone shipped. Member counts appear only where the organisers stated one, so a null count means unknown, not small.

100.0/100

1 trials · measured 1 day ago

search_communities 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_communities
[![Vouch score](https://vouch.tools/api/tools/c8c21fa4-eb5f-4954-9d1a-fe228a07a7e4/badge.svg)](https://vouch.tools/tools/c8c21fa4-eb5f-4954-9d1a-fe228a07a7e4)
search_communities — Vouch