search_msza_ai

shallow

ai.msza/polish-catholic-sermons · Verify this server

Search public sermons from the entire msza.ai archive plus sermon studies, Bible passages, prayers, songs, people, and places. Use days_back for rolling periods and date_from/date_to for any absolute historical period. Use this first for every request about msza.ai content. You may call it again with a broader or narrower topic when results are weak. Returns source IDs, stable citation labels, short verbatim excerpts, dates, and links. Priest names are not stored.

100.0/100

2 trials · measured 27 days ago

search_msza_ai scores 100.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against ai.msza/polish-catholic-sermons, measured 11 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
read-only— Heuristically read-only-eligible (readonly-heuristic.ts) and sample-called by the Phase 0 census shallow probe.

Score history

DayScoreTierMethodology
2026-09-11100.0shallowv0.2.0

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.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: search_msza_ai
[![Vouch score](https://vouch.tools/api/tools/1452522b-29ce-4a24-8cbf-43a74ca1ba3b/badge.svg)](https://vouch.tools/tools/1452522b-29ce-4a24-8cbf-43a74ca1ba3b)
search_msza_ai — Vouch