find_churches_preaching_on

shallow

io.github.alansafahi/soapbox-faith · Verify this server

Answer "which churches actually preach on X?". Searches consented sermons for a topic and groups the results BY CHURCH, so instead of scattered passages you get each church with how many of its sermons matched, how closely, and a representative excerpt with its timestamp. Useful for someone looking for a church home who cares what is taught there. No key required. TWO THINGS TO TELL THE PERSON, because they change how the answer should be read. (1) Only churches that OPTED IN to agent discovery can appear, so a church's absence is not evidence it never preaches on this — most churches have not opted in. Never present this as a survey. (2) It is not an endorsement, a rating, or a judgement about any congregation: the ranking reflects how many of a church's sermons matched the topic and how closely, and nothing else. Do not turn it into a recommendation of which church is better or more faithful. Churches that returned to a subject across several sermons rank above one that brushed it in a single passage, because that better answers the question being asked. Pair with find_churches to see where a church actually is.

100.0/100

2 trials · measured 4 days ago

find_churches_preaching_on scores 100.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against io.github.alansafahi/soapbox-faith, 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
open
Input schema
not declared
Output schema
not declared
Side-effect classification
read-only— Heuristically read-only-eligible (readonly-heuristic.ts) and sample-called by the Phase 0 census shallow probe.

Score history

DayScoreTierMethodology
2026-10-18100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1
sample_callpass: 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: find_churches_preaching_on
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find_churches_preaching_on — Vouch