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search-boost-mcp

Многодвижковый веб-поисковый MCP-сервер для программирующих агентов. Одна CLI-установка подключает его к Cursor, Cursor CLI, Codex, Claude Code, Grok Build и Antigravity.

семейство search-boost

Проект

Для

Ссылка

search-boost (этот репозиторий)

Cursor · Codex · Claude · Grok · Antigravity через MCP

вы здесь

dsh-search-boost

DeepSeek Harness пакетный плагин

GitHub · npm

pi-search-boost

pi расширение

GitHub · npm

Поисковые движки встроены в lib/search/ (изначально из dsh-search-boost): на уровне free Bing, DuckDuckGo, Yahoo и Exa-free работают параллельно; уровень api добавляет Antigravity CLI (если доступен) и любые движки Tavily / Brave / Exa с ключами, которые вы настроите (достаточно одного ключа; рекомендуются все три для лучшего слияния). Также включены: запасной X/Twitter, получение страниц через Jina и раунды deep-research.

Китайская документация → README_zh.md

Что нового в v0.1.4

  • Однодвижковый уровень api — уровень api использует любой из tavily/brave/exa, который вы настроите или включите; не нужны все три ключа.

  • Маршрутизация по движкам — опциональный enabledEngines или enabled: false для конкретного движка в ~/.search-boost-keys.json.

  • Сообщения о неполном наборе ключей — doctor, status, мастер ключей и fused_search предупреждают, когда активны менее трёх движков с ключами, и рекомендуют настроить все три.

Что нового в v0.1.2

  • Автономный пул движков в lib/search/: Bing + DuckDuckGo + Yahoo + Exa-free для общего поиска; этот же пул обеспечивает запасной режим x_search с запросами site:.

  • Запасной режим x_search автоматически добавляет site:x.com для многодвижкового поиска по домену, поэтому режим ключевых слов работает без учётных данных XAI.

  • Нет внешней зависимости от репозитория dsh или npm — логика движков включена в этот репозиторий.


Установка (рекомендуется)

Требуется Node ≥ 22.13.

npm install -g search-boost-mcp
search-boost setup          # interactive: keys → layer → agents
# or non-interactive:
search-boost install -y     # all detected agents

Перезапустите каждого агента после установки, чтобы MCP перезагрузился.

Однострочные команды по агентам

search-boost install -t cursor -y
search-boost install -t codex,claude -y --auto-allow
search-boost install -t grok -y --auto-allow
search-boost install -t antigravity --workspace --auto-allow -y

Предпросмотр без записи: search-boost install --dry-run -y

Проверка установки

search-boost doctor          # health checks (offline, pass/warn/fail)
search-boost doctor --json   # machine-readable report for CI/scripts
search-boost status          # install dashboard (keys, layer, agents)

Коды выхода: 0 — норма · 1 — сбой (или предупреждения с --strict) · 2 — только предупреждения.

Опционально: search-boost doctor --probe добавляет проверку живого поиска (требуется сеть; Phase 2).

Затем проверьте в своём агенте:

Агент

Быстрая проверка

Cursor

Настройки → MCP → search-boost подключён; инструменты перечислены

Cursor CLI

Тот же MCP-элемент в ~/.cursor/mcp.json

Codex

Сессия codex показывает инструменты mcp__search-boost__*

Claude Code

Панель MCP показывает search-boost; инструменты можно вызывать без запроса deny (если --auto-allow)

Grok Build

grok mcp doctor search-boost · grok inspect

Antigravity

MCP-конфиг включает search-boost; перезапустите IDE после установки

Если инструменты видны, но вызовы не работают, запустите search-boost serve в терминале, чтобы увидеть ошибки запуска.

Флаги установки (краткий справочник)

Флаг

Эффект

-t, --target

Каких агентов подключить (cursor, codex, claude, grok, antigravity, cursor-cli, auto, all)

-y, --yes

Неинтерактивный: пропускает мастер ключей/уровня, использует --target=auto, подразумевает --auto-allow и --replace-native

-t без -y

По-прежнему неинтерактивный для этого целевого агента и по-прежнему заменяет встроенный поиск по умолчанию — но не подразумевает --auto-allow; добавьте его явно, если хотите обойтись без запросов разрешений

--auto-allow

Предварительно одобряет MCP-инструменты search-boost в конфиге агента (allowlist Cursor CLI, Codex default_tools_approval_mode, правила разрешений Claude/Grok/Antigravity), чтобы агент не спрашивал в каждой сессии

--replace-native / --keep-native

Отключает или сохраняет встроенный веб-поиск там, где агент поддерживает переключатель (Codex web_search, Claude WebSearch). По умолчанию — замена в неинтерактивном режиме

--dry-run

Печатает действия без записи файлов

Для полного онбординга (API-ключи + выбор уровня) запустите search-boost setup или search-boost install без -y.


Related MCP server: gemini-search-mcp

Что вы получаете

MCP-инструмент

Назначение

fused_search

Многодвижковый параллельный поиск, дедупликация, кросс-ранжирование

fetch_page

Полный текст страницы (Jina + запасной HTML, опциональный focus)

x_search

X/Twitter по ключевому слову / пользователю / ветке

deep_research

Один раунд за вызов — повторяйте с suggested_queries, пока пробелы не ис

Antigravity + agy CLI: На уровне api опциональный движок CLI Antigravity (agy в PATH) подключается только к среднему и сложному уровням fused_search — не к простым запросам. Он зависит от локального входа и квоты платформы; таймауты составляют ~45 с.


Плагин Grok

Плагин поставляется внутри npm-пакета (MCP через портативный npx, плюс навык).

Переустановка идемпотентна: search-boost install -t grok удаляет любой предыдущий блок [permission] search-boost (помеченный или устаревший) перед записью нового, поэтому дублирующиеся ключи [permission] не могут нарушить запуск grok. Если [ui] permission_mode = "always-approve" уже установлен, --auto-allow пропускает вставку [permission] (always-approve одобряет инструменты MCP глобально). search-boost doctor предупреждает о дублирующихся или избыточных блоках разрешений.

Из git-клона (корень репозитория):

grok plugin install ./grok-plugin --trust
search-boost install -t grok -y --auto-allow

После npm install -g search-boost-mcp (клонирование не требуется):

# bash / macOS / Linux
grok plugin install "$(npm root -g)/search-boost-mcp/grok-plugin" --trust

# Windows PowerShell
grok plugin install "$(npm root -g)\search-boost-mcp\grok-plugin" --trust

search-boost install -t grok -y --auto-allow

Встроенный .mcp.json использует npx -y search-boost-mcp serve, поэтому плагин работает на любой машине с Node ≥ 22.13.

Подробнее → grok-plugin/README.md


Устранение неполадок

Симптом

Что попробовать

Работает ли search-boost?

search-boost doctor — вердикт пройдено/предупреждение/ошибка; --json для скриптов

Установка сразу завершается ошибкой

Node ≥ 22.13 (node -v); обновите, если версия старше

MCP-сервер отсутствует в агенте

Повторно запустите установку, перезапустите агента, проверьте search-boost status

Вызовы инструментов заблокированы / запрос подтверждения на каждом шаге

Переустановите с --auto-allow или одобрите один раз в интерфейсе агента

Нет результатов / пустые движки

search-boost doctor — проверьте слой/ключи/движки; free не требует ключей; api требует хотя бы один движок с ключом через search-boost config keys или переменные окружения (рекомендуются все три)

Проблемы с сетью/прокси

Фаза 2: search-boost doctor --probe (еще не реализовано)

MCP не запускается

search-boost doctor → mcp_launch_command, node_version; затем search-boost serve

MCP плагина Grok не запускается

grok mcp doctor search-boost; убедитесь, что npx и сетевой доступ работают

grok завершается ошибкой при парсинге config.toml

Дублирующийся [permission] — выполните search-boost install -t grok -y --auto-allow

Antigravity agy никогда не запускается

Требуется уровень api, agy в PATH и complexity medium/complex — не simple

Таймауты / ошибки выборки

Корпоративный прокси или брандмауэр могут блокировать Bing/DDG/Jina; попробуйте search-boost serve локально, чтобы прочитать stderr


Разработка

git clone https://github.com/Mr-remon219/search-boost.git
cd search-boost && npm install
npm run check && npm run test:install && npm run smoke
node cli.mjs install --dry-run -y

Установки из локального клона записывают node /path/to/cli.mjs serve (не npx). Не требуется параллельный checkout или SEARCH_BOOST_DSH_ROOT.


Лицензия

MIT


Ссылки: Issues · dsh-search-boost · pi-search-boost

Дружественная ссылка: LINUX DO 社区

Available Tools

5 tools
fetch_pageFetch PageA
Read-only

Read a known HTTP(S) URL without searching again. Returns readable HTML or locally extracted PDF text, with retrieval route and any extraction limitations. Long bodies use bounded windows; continue from nextOffset using the cached read, not a new request. A focus miss is not evidence of absence: retry without focus. Binary bodies and PDFs with no extractable text return errors, not page text. Network safety, proxy policy, cancellation and size limits remain enforced through all supported fallbacks. This is not an authenticated browser.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlYeshttp(s) URL to fetch
focusNoKeep matching paragraphs; omit for the readable body. Output may still be windowed; inspect nextOffset and limitations
offsetNoCharacter offset into the page body (default 0); pass nextOffset from a previous call to continue a long page from cache

Output Schema

ParametersJSON Schema
NameRequiredDescription
urlYes
viaYes
offsetNo
tookMsYes
contentYes
focusMissNo
truncatedNo
limitationNo
nextOffsetNo
totalCharsNo
windowNoteNo
word_countYes
requestedUrlNo

TDQS

A4.7/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations only cover the safety profile (readOnly, openWorld, non-destructive); the description adds substantial behavior beyond them: binary bodies and text-less PDFs return errors, long bodies are windowed and continued from cache, network safety/proxy/cancellation/size limits persist through fallbacks, and it is explicitly not an authenticated browser. These are exactly the operational caveats an agent needs.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the core action, then dense but purposeful sentences covering return format, pagination, focus retry, error cases, and the auth boundary. No filler and no repetition of the schema or annotations.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return-value documentation is not required, and the description still covers error outcomes, extraction limitations, pagination continuation, and the unauthenticated boundary. Nothing needed to invoke it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3, but the description adds real semantics: offset continuation should use the cached read rather than a new request, and focus should be dropped on a miss because a miss is not evidence of absence. That goes beyond the schema's parameter descriptions without restating them.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The first sentence gives a specific verb (read/fetch) and resource (a known HTTP(S) URL) plus a distinguishing constraint ('without searching again') that separates it from the search siblings. It also states the return shape (readable HTML or locally extracted PDF text with retrieval route). An agent can select this over fused_search or x_search without opening either schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It clearly sets the context of use (a URL you already know, avoiding a re-search) and gives concrete recovery guidance: 'A focus miss is not evidence of absence: retry without focus.' It stops short of explicitly naming the search siblings as the alternative when the URL is unknown, so routing is implied rather than spelled out.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

search_layerSearch LayerA

Inspect the current search layer with layer=show (default, no change). layer=free or api persists a new default: only change it when authorized. free = free — compatibility default engine_pool=free (keyless). api = api — compatibility default engine_pool=hybrid (keyless plus configured APIs). For a single search, use fused_search.engine_pool instead; legacy api maps to hybrid, not the strict api pool.

ParametersJSON Schema
NameRequiredDescriptionDefault
layerNoshow (default) reads current state; free/api persist a new default and require authorization

TDQS

A4.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations provide readOnlyHint=false and destructiveHint=false, but the description adds critical behavioral context: layer=show causes no change, while free/api persist a new default and require authorization. It also discloses the compatibility mapping (legacy api maps to hybrid, not strict api pool), which goes beyond the structured fields.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is dense but mostly earns its length, with the default behavior and key warning front-loaded. The 'free = free' and 'api = api' phrasing is slightly redundant and could be tightened, but it remains efficient and readable.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with one optional parameter, full schema coverage, and no output schema, the description covers all essential context: default behavior, persistence side effects, authorization requirement, engine_pool mapping, and the alternative tool for single searches. Nothing an agent needs to call it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, but the description adds meaning beyond the enum descriptions by explaining the engine_pool implications of each value: free maps to engine_pool=free (keyless), api maps to engine_pool=hybrid, and legacy api does not map to the strict api pool. This is valuable semantic nuance that the schema alone does not convey.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific resource (the search layer) and a clear action set: inspect with layer=show or persist a new default with free/api. It also explicitly differentiates this tool from fused_search, making its purpose and scope unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives explicit when-to-use guidance: use layer=show to inspect, only change the default when authorized, and for a single search use fused_search.engine_pool instead. This routes the agent to the correct sibling in the exact condition that matters.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

search_statsSearch StatsA
Read-only

Read-only search diagnostics: cache activity, engine configuration readiness and recent searches. Inspect result warnings as well; empty results do not prove absence or authorize changing credentials, permissions or defaults.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
layerYes
recentYes
enginesYes
xSourceYes
cacheHitsYes
startedAtYes
xOfficialYes
tierCountsYes
cacheMissesYes
keyedEnginesYes

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnlyHint=true, destructiveHint=false), so the bar is lower. The description adds genuine value beyond them: it discloses the diagnostic surfaces returned and warns that empty results do not authorize changing credentials, permissions, or defaults — a meaningful behavioral caveat for an agent acting on ambiguous results.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two front-loaded sentences: the first defines scope, the second carries the caution. No filler, though the second sentence packs three distinct warnings and is slightly dense.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be described. With zero parameters and annotations covering the safety profile, the description supplies everything an agent needs to call this correctly, including the caveat about interpreting empty results.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes zero parameters, so there is nothing for the description to disambiguate. Baseline of 4 applies; the description neither helps nor hurts parameter understanding.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a concrete resource and enumerates what it exposes: cache activity, engine configuration readiness, and recent searches. It clearly reads as a diagnostics tool, distinct from the search/retrieval siblings (fused_search, fetch_page, search_layer), though it never names an alternative explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives interpretive guidance ('inspect result warnings', 'empty results do not prove absence') but never states when to call this tool versus the search siblings or when not to. Usage is implied by the diagnostics framing rather than spelled out.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 3 tool updatesv0.2.4
    • Changedfetch_page7 fields changed
      • changedInput schema / properties / focus / description
        Previous value: -"Keep paragraphs matching these terms (optional; full page is returned when omitted)"New value: +"Keep matching paragraphs; omit for the readable body. Output may still be windowed; inspect nextOffset and limitations"
      • addedInput schema / properties / offset
        Added value: +{
        +  "description": "Character offset into the page body (default 0); pass nextOffset from a previous call to continue a long page from cache",
        +  "minimum": 0,
        +  "type": "integer"
        +}
      • addedOutput schema / properties / nextOffset
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / offset
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / requestedUrl
        Added value: +{
        +  "type": "string"
        +}
      • addedOutput schema / properties / totalChars
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / windowNote
        Added value: +{
        +  "type": "string"
        +}
    • Changedfused_search2 fields changed
      • changedInput schema / properties / engine_weights / description
        Previous value: -"Override preset engine weights; never enables or selects engines"New value: +"Override preset engine weights; zero still calls the engine. Never enables or selects engines"
      • changedInput schema / properties / queries / description
        Previous value: -"Distinct query angles, not paraphrases; use up to 3 variants"New value: +"Distinct query angles, not paraphrases; complexity caps total variants at 1/2/3, including query and OR alternatives"
    • Changedx_search4 fields changed
      • addedOutput schema / properties / engineStats
        Added value: +{
        +  "additionalProperties": {
        +    "additionalProperties": false,
        +    "properties": {
        +      "attempts": {
        +        "type": "number"
        +      },
        +      "errors": {
        +        "type": "number"
        +      },
        +      "note": {
        +        "type": "string"
        +      },
        +      "successes": {
        +        "type": "number"
        +      },
        +      "used": {
        +        "type": "boolean"
        +      }
        +    },
        +    "required": [
        +      "used",
        +      "errors"
        +    ],
        +    "type": "object"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / enginesUsed
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / inFlight
        Added value: +{
        +  "type": "boolean"
        +}
      • addedOutput schema / properties / warnings
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
  2. 1 tool updatev0.2.3
    • Removedadaptive_search
  3. 7 tool updatesv0.2.2
    • Addedadaptive_search
    • Removeddeep_research
    • Changedfetch_page3 fields changed
      • changedInput schema / properties / focus / description
        Previous value: -"Keep paragraphs matching these terms (~90% token savings)"New value: +"Keep paragraphs matching these terms (optional; full page is returned when omitted)"
      • addedOutput schema / properties / focusMiss
        Added value: +{
        +  "type": "boolean"
        +}
      • addedOutput schema / properties / limitation
        Added value: +{
        +  "additionalProperties": false,
        +  "properties": {
        +    "kind": {
        +      "type": "string"
        +    },
        +    "message": {
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "kind",
        +    "message"
        +  ],
        +  "type": "object"
        +}
    • Changedfused_search37 fields changed
      • addedInput schema / properties / community
        Added value: +{
        +  "description": "Add X developer/community voices when relevant; default false; shares final max_results",
        +  "type": "boolean"
        +}
      • addedInput schema / properties / complexity / description
        Added value: +"Budget, query variants and depth only; default medium"
      • changedInput schema / properties / complexity / enum
        Previous value: -[
        -  "auto",
        -  "simple",
        -  "medium",
        -  "complex"
        -]New value: +[
        +  "simple",
        +  "medium",
        +  "complex"
        +]
      • addedInput schema / properties / engine_pool
        Added value: +{
        +  "description": "Which engines to search. Omitted: compatibility layer free→free, api→hybrid",
        +  "enum": [
        +    "free",
        +    "api",
        +    "hybrid"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / engine_weights
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Override preset engine weights; never enables or selects engines",
        +  "properties": {
        +    "anysearch": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "bing": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "brave": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "ddg": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "exa": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "exa-free": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "tavily": {
        +      "minimum": 0,
        +      "type": "number"
        +    },
        +    "yahoo": {
        +      "minimum": 0,
        +      "type": "number"
        +    }
        +  },
        +  "type": "object"
        +}
      • changedInput schema / properties / engines / description
        Previous value: -"Engine subset override"New value: +"Optional exact engine selection overriding engine_pool; unavailable or disabled engines are skipped with warnings"
      • changedInput schema / properties / engines / items / enum
        Previous value: -[
        -  "bing",
        -  "ddg",
        -  "yahoo",
        -  "exa-free",
        -  "antigravity",
        -  "tavily",
        -  "brave",
        -  "exa"
        -]New value: +[
        +  "bing",
        +  "ddg",
        +  "yahoo",
        +  "exa-free",
        +  "anysearch",
        +  "tavily",
        +  "brave",
        +  "exa"
        +]
      • addedInput schema / properties / engines / minItems
        Added value: +1
      • addedInput schema / properties / exclude_domains / description
        Added value: +"Exclude these hostnames from results"
      • addedInput schema / properties / include_domains / description
        Added value: +"Restrict results to these hostnames, e.g. nodejs.org; useful for official sources"
      • addedInput schema / properties / layer / description
        Added value: +"Deprecated compatibility alias: free→free pool, api→hybrid pool; engine_pool takes precedence; not persisted"
      • addedInput schema / properties / min_score
        Added value: +{
        +  "description": "Minimum consensus-v2 quality score; old thresholds need recalibration, default 0",
        +  "minimum": 0,
        +  "type": "number"
        +}
      • changedInput schema / properties / queries / description
        Previous value: -"Extra query variants (max 3)"New value: +"Distinct query angles, not paraphrases; use up to 3 variants"
      • addedInput schema / properties / ranking
        Added value: +{
        +  "description": "Final engine-weight preset only; default balanced",
        +  "enum": [
        +    "balanced",
        +    "research",
        +    "fresh"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / recency / description
        Added value: +"Favor recent dated results; omit for historical or version-pinned documentation"
      • addedOutput schema / properties / communityUsed
        Added value: +{
        +  "type": "boolean"
        +}
      • addedOutput schema / properties / effectiveWeights
        Added value: +{
        +  "additionalProperties": {
        +    "type": "number"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / enginePool
        Added value: +{
        +  "enum": [
        +    "free",
        +    "api",
        +    "hybrid"
        +  ],
        +  "type": "string"
        +}
      • addedOutput schema / properties / engineStats / additionalProperties / properties / attempts
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / engineStats / additionalProperties / properties / successes
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / ranking
        Added value: +{
        +  "enum": [
        +    "balanced",
        +    "research",
        +    "fresh"
        +  ],
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / consensusBoost
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / contributions
        Added value: +{
        +  "additionalProperties": {
        +    "type": "number"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / results / items / properties / dateStatus
        Added value: +{
        +  "enum": [
        +    "known",
        +    "unknown",
        +    "conflicting"
        +  ],
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / engineRanks
        Added value: +{
        +  "additionalProperties": {
        +    "type": "number"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / results / items / properties / evidenceScore
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / id
        Added value: +{
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / kind
        Added value: +{
        +  "enum": [
        +    "web",
        +    "x"
        +  ],
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / metadataDelta
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / provenance
        Added value: +{
        +  "items": {
        +    "additionalProperties": false,
        +    "properties": {
        +      "engine": {
        +        "type": "string"
        +      },
        +      "published": {
        +        "type": [
        +          "string",
        +          "null"
        +        ]
        +      },
        +      "rank": {
        +        "type": "number"
        +      },
        +      "snippet": {
        +        "type": "string"
        +      },
        +      "title": {
        +        "type": "string"
        +      },
        +      "url": {
        +        "type": "string"
        +      },
        +      "variant": {
        +        "type": "string"
        +      }
        +    },
        +    "required": [
        +      "engine",
        +      "rank",
        +      "url",
        +      "title",
        +      "snippet",
        +      "published"
        +    ],
        +    "type": "object"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / results / items / properties / rankScore
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / scoreVersion
        Added value: +{
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / selectionScore
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / username
        Added value: +{
        +  "type": "string"
        +}
      • changedOutput schema / properties / results / items / required
        Previous value: -[
        -  "title",
        -  "url",
        -  "domain",
        -  "snippet",
        -  "score",
        -  "engines",
        -  "published"
        -]New value: +[
        +  "title",
        +  "url",
        +  "domain",
        +  "snippet",
        +  "score",
        +  "scoreVersion",
        +  "rankScore",
        +  "evidenceScore",
        +  "consensusBoost",
        +  "metadataDelta",
        +  "engineRanks",
        +  "contributions",
        +  "provenance",
        +  "dateStatus",
        +  "engines",
        +  "published"
        +]
      • addedOutput schema / properties / scoreVersion
        Added value: +{
        +  "type": "string"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "query",
        -  "layer",
        -  "tier",
        -  "tookMs",
        -  "cacheHit",
        -  "resultCount",
        -  "results"
        -]New value: +[
        +  "scoreVersion",
        +  "query",
        +  "layer",
        +  "tier",
        +  "tookMs",
        +  "cacheHit",
        +  "resultCount",
        +  "enginePool",
        +  "ranking",
        +  "effectiveWeights",
        +  "communityUsed",
        +  "results"
        +]
    • Changedsearch_layer1 field changed
      • addedInput schema / properties / layer / description
        Added value: +"show (default) reads current state; free/api persist a new default and require authorization"
    • Changedsearch_stats2 fields changed
      • addedOutput schema / properties / keyedEngines
        Added value: +{
        +  "additionalProperties": false,
        +  "properties": {
        +    "configured": {
        +      "type": "number"
        +    },
        +    "enabled": {
        +      "type": "number"
        +    },
        +    "enabledNames": {
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "total": {
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "configured",
        +    "enabled",
        +    "total",
        +    "enabledNames"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "startedAt",
        -  "layer",
        -  "cacheHits",
        -  "cacheMisses",
        -  "tierCounts",
        -  "engines",
        -  "xOfficial",
        -  "xSource",
        -  "recent"
        -]New value: +[
        +  "startedAt",
        +  "layer",
        +  "cacheHits",
        +  "cacheMisses",
        +  "tierCounts",
        +  "keyedEngines",
        +  "engines",
        +  "xOfficial",
        +  "xSource",
        +  "recent"
        +]
    • Changedx_search10 fields changed
      • addedInput schema / properties / allowed_x_handles
        Added value: +{
        +  "description": "Only these authors; mutually exclusive with excluded_x_handles",
        +  "items": {
        +    "type": "string"
        +  },
        +  "maxItems": 20,
        +  "type": "array"
        +}
      • addedInput schema / properties / excluded_x_handles
        Added value: +{
        +  "description": "Exclude these authors; mutually exclusive with allowed_x_handles",
        +  "items": {
        +    "type": "string"
        +  },
        +  "maxItems": 20,
        +  "type": "array"
        +}
      • changedInput schema / properties / from_date / description
        Previous value: -"YYYY-MM-DD"New value: +"Inclusive start date, YYYY-MM-DD (UTC)"
      • addedInput schema / properties / max_results / description
        Added value: +"Requested result limit, 1–10"
      • addedInput schema / properties / post_id / description
        Added value: +"Real X post ID or status URL for type=thread"
      • addedInput schema / properties / query / description
        Added value: +"Search terms and X filters (e.g. from:OpenAI), or a natural-language topic for semantic mode"
      • changedInput schema / properties / to_date / description
        Previous value: -"YYYY-MM-DD"New value: +"Inclusive end date, YYYY-MM-DD (UTC)"
      • addedInput schema / properties / type / description
        Added value: +"Mode: keyword (default) or semantic uses query; user uses username; thread uses post_id"
      • addedInput schema / properties / username / description
        Added value: +"X account handle for type=user"
      • addedOutput schema / properties / note
        Added value: +{
        +  "type": "string"
        +}
  4. 2 tool updatesv0.1.6
    • Changeddeep_research1 field changed
      • addedInput schema / properties / round
        Added value: +{
        +  "description": "Research round number (auto-increments when omitted)",
        +  "minimum": 1,
        +  "type": "integer"
        +}
    • Changedfused_search4 fields changed
      • addedOutput schema / properties / engineStats
        Added value: +{
        +  "additionalProperties": {
        +    "additionalProperties": false,
        +    "properties": {
        +      "errors": {
        +        "type": "number"
        +      },
        +      "note": {
        +        "type": "string"
        +      },
        +      "used": {
        +        "type": "boolean"
        +      }
        +    },
        +    "required": [
        +      "used",
        +      "errors"
        +    ],
        +    "type": "object"
        +  },
        +  "type": "object"
        +}
      • addedOutput schema / properties / enginesRequested
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / enginesUsed
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / warnings
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
  5. 6 tool updatesv0.1.2
    • First observeddeep_research
    • First observedfetch_page
    • First observedfused_search
    • First observedsearch_layer
    • First observedsearch_stats
    • First observedx_search

TDQS

A4.1/5.0

Scored across 5 tools

Disambiguation4/5

Tools have mostly distinct purposes: fused_search for general web search, x_search for X/Twitter, fetch_page for URL reading, and search_stats/search_layer for diagnostics/configuration. However, search_stats and search_layer both touch engine configuration, and fused_search's description references a non-existent adaptive_search tool, which could cause mild confusion.

Naming Consistency3/5

All names use snake_case, which is consistent. However, the naming patterns vary: fused_search (adjective_noun), fetch_page (verb_noun), x_search (noun_noun), search_stats (noun_noun), search_layer (noun_noun). There is no single predictable verb_noun convention, though names remain readable.

Tool Count5/5

5 tools is well-scoped for a search server: core search, specialized X search, page fetch, diagnostics, and configuration. Each tool has a clear role without redundancy.

Completeness3/5

The surface covers general search, X search, page fetch, stats, and layer configuration. However, the descriptions reference an adaptive_search tool for higher-quality intent-guided evidence selection that is not present, indicating a notable gap in the intended tool set.

Maintenance

ActivityMaintained
ResponsivenessNo issues

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