answer_search

shallow

ru.srezai/search · Verify this server

Полный RAG-цикл: поиск источников, семантическое ранжирование через BGE-reranker-v2-m3, чтение релевантных страниц и синтез финального ответа. Возвращает готовый ответ с указанием релевантности каждого источника (0–1). Когда: нужен итоговый ответ на вопрос, а не список ссылок. Лучше web_search + read_url, когда требуется интерпретация и синтез по нескольким источникам. Конвейер: переформулировка запроса → параллельный поиск → BGE-reranker отбирает топ → чтение страниц → синтез ответа. Возвращает: текст ответа + sources (каждый с relevance, chars_read, read_success). Источники всегда отсортированы по убыванию relevance. Цена зависит от depth: fast — 50 кредитов, balanced — 100 кредитов, deep — 200 кредитов. Full RAG cycle: search, semantic reranking via BGE-reranker-v2-m3, page reading, answer synthesis. Returns a ready answer with relevance scores (0–1) for each source. Use when: you need a final answer, not a list of links. Better than web_search + read_url when interpretation and synthesis across sources is required. Pipeline: query rewriting → parallel search → BGE-reranker picks top results → page reading → answer synthesis. Returns: answer text + sources (each with relevance, chars_read, read_success). Sources are always sorted by descending relevance. Cost depends on depth: fast — 50 credits, balanced — 100 credits, deep — 200 credits.

No longer in the registry. The MCP registry stopped listing this server as of 20 Oct 2026. This report card stays available because the measurement was real, but the tool is excluded from search, rankings, and Vouch’s corpus counts. A published behaviour score is never recomputed or removed — it reflects what was measured while the server was listed.

100.0/100

1 trials · measured 39 days ago

answer_search scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ru.srezai/search, 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
gated
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-09-11100.0shallowv0.2.0

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: answer_search
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answer_search — Vouch