search_meetings_semantic

shallow

com.openpublica/civic-meetings · Verify this server

Search OpenPublica meeting summaries by meaning, exact terms, or both. The best default tool for "what has been said/decided about X" questions. Results carry a `relevance_score` (semantic, 0-1) and/or `keyword_score` (BM25) plus `highlights`, so you can triage matches by confidence. If the response sets `degraded_to_vector`, the keyword index was unavailable and results are semantic-only — do NOT treat them as exact-term matches. Narrow with `category_tag`/`topic` (get valid values from `discover_meeting_vocabulary`), a date range, or one or more governments. Returns a summary preview; call `get_meeting` with a returned `meeting_id` for the full summary or transcript.

100.0/100

1 trials · measured 2 days ago

search_meetings_semantic scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.openpublica/civic-meetings, measured 31 Aug 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
2026-08-31100.0shallowv0.2.0

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_meetings_semantic
[![Vouch score](https://vouch.tools/api/tools/9685f16f-9fc0-44e2-91a3-0a0f5bbc7c1c/badge.svg)](https://vouch.tools/tools/9685f16f-9fc0-44e2-91a3-0a0f5bbc7c1c)
search_meetings_semantic — Vouch