deep_research

shallow

ru.srezai/search · Verify this server

Проводит многошаговое исследование: сам формулирует запросы, ищет, читает источники и возвращает готовый связный ответ со ссылками на использованные страницы. Когда: вопрос требует сопоставления нескольких источников и вывода — «сравни», «разберись», «что известно о». Когда не: нужен один факт или список ссылок — это web_search, он в 20 раз дешевле и отвечает за секунды. Возвращает: текст ответа плюс список источников. Если источники не вернулись, в ответе будет предупреждение — такой вывод не считается проверенным. Время: 10 с – 2 мин, это самый медленный инструмент. Держите соединение открытым. Цена: 20 кредитов плюс 3 за каждую 1000 токенов ответа — самый дорогой вызов. Повтор темы даёт новый результат и списывается заново. Runs multi-step research: forms its own queries, searches, reads sources and returns a finished answer with links to the pages it used. Use when: the question needs several sources reconciled into a conclusion — "compare", "analyse", "what is known about". Do not use when: you need a single fact or a list of links — that is web_search, 20× cheaper and seconds fast. Returns: the answer text plus a source list. If no sources came back the response says so — treat that output as unverified. Time: 10 s – 2 min, the slowest tool here. Keep the connection open. Cost: 20 credits plus 3 per 1000 output tokens — the most expensive call. Repeating a topic produces a new result and is billed again.

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 56 days ago

deep_research scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ru.srezai/search, measured 25 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
gated
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

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.

Embed this score

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Vouch score: deep_research
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deep_research — Vouch