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search-boost-mcp

Servidor MCP de búsqueda web multi-motor para agentes de codificación. Una instalación CLI lo conecta a Cursor, Cursor CLI, Codex, Claude Code, Grok Build y Antigravity.

Familia search-boost

Proyecto

Para

Enlace

search-boost (este repo)

Cursor · Codex · Claude · Grok · Antigravity vía MCP

estás aquí

dsh-search-boost

Plugin de paquete DeepSeek Harness

GitHub · npm

pi-search-boost

Extensión de pi

GitHub · npm

Los motores de búsqueda están incluidos en lib/search/ (originalmente de dsh-search-boost): en la capa gratuita, Bing, DuckDuckGo, Yahoo y Exa-free se ejecutan en paralelo; la capa api añade Antigravity CLI (cuando está disponible) y cualquier motor Tavily / Brave / Exa con clave que configures (una clave es suficiente; se recomiendan las tres para una mejor fusión). También incluye: respaldo X/Twitter, obtención de páginas Jina y rondas de investigación profunda.

Documentación en chino → README_zh.md

Novedades en v0.1.4

  • Capa api de un solo motor — el nivel api usa cualquiera de tavily/brave/exa que configures o habilites; no necesitas las tres claves.

  • Enrutamiento por motor — enabledEngines opcional o enabled: false por motor en ~/.search-boost-keys.json.

  • Mensajes de clave parcial — doctor, status, asistente de claves y fused_search advierten cuando menos de tres motores con clave están activos y recomiendan configurar los tres.

Novedades en v0.1.2

  • Grupo de motores autocontenido en lib/search/: Bing + DuckDuckGo + Yahoo + Exa-free para búsqueda general; el mismo grupo impulsa el respaldo de x_search con consultas site:.

  • Respaldo x_search antepone automáticamente site:x.com para búsqueda de dominio multi-motor, de modo que el modo de palabras clave funcione sin credenciales XAI.

  • Sin dependencia externa de repositorio dsh o npm — la lógica del motor está incluida en este repositorio.


Instalación (recomendada)

Requiere 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

Reinicia cada agente después de la instalación para que MCP se recargue.

Comandos de una línea por agente

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

Vista previa sin escribir: search-boost install --dry-run -y

Verificar instalación

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)

Códigos de salida: 0 correcto · 1 fallo (o advertencias con --strict) · 2 solo advertencias.

Opcional: search-boost doctor --probe añade prueba de búsqueda en vivo (necesita red; Fase 2).

Luego confirma en tu agente:

Agente

Verificación rápida

Cursor

Configuración → MCP → search-boost conectado; herramientas listadas

Cursor CLI

Misma entrada MCP en ~/.cursor/mcp.json

Codex

La sesión de codex lista herramientas mcp__search-boost__*

Claude Code

El panel MCP muestra search-boost; las herramientas se pueden llamar sin aviso de denegación (si --auto-allow)

Grok Build

grok mcp doctor search-boost · grok inspect

Antigravity

La configuración MCP incluye search-boost; reinicia el IDE después de la instalación

Si las herramientas aparecen pero las llamadas fallan, ejecuta search-boost serve en una terminal para ver errores de inicio.

Banderas de instalación (referencia rápida)

Bandera

Efecto

-t, --target

Qué agente(s) conectar (cursor, codex, claude, grok, antigravity, cursor-cli, auto, all)

-y, --yes

No interactivo: omite el asistente de claves/capas, usa --target=auto, implica --auto-allow y --replace-native

-t sin -y

Sigue siendo no interactivo para ese objetivo y sigue reemplazando la búsqueda nativa por defecto — pero no implica --auto-allow; añádelo explícitamente si no quieres avisos de permiso

--auto-allow

Pre-aprueba las herramientas MCP de search-boost en la configuración del agente (lista blanca de Cursor CLI, default_tools_approval_mode de Codex, reglas de permiso de Claude/Grok/Antigravity) para que el agente no pregunte cada sesión

--replace-native / --keep-native

Deshabilitar o mantener la búsqueda web integrada donde el agente admita un cambio (Codex web_search, Claude WebSearch). El valor predeterminado es reemplazar cuando no es interactivo

--dry-run

Muestra las acciones sin escribir archivos

Para una incorporación completa (claves API + elección de capa), ejecuta search-boost setup o search-boost install sin -y.


Related MCP server: gemini-search-mcp

Lo que obtienes

Herramienta MCP

Propósito

fused_search

Búsqueda paralela multi-motor, deduplicación, clasificación cruzada

fetch_page

Texto completo de página (Jina + respaldo HTML, focus opcional)

x_search

Palabra clave / usuario / hilo de X/Twitter

deep_research

Una ronda por llamada — repite con suggested_queries hasta que los vacíos estén vacíos, luego sintetiza (~3 rondas máximo)

search_layer

Mostrar o establecer free (sin clave) vs api (motores con clave)

search_stats

Aciertos de caché, disponibilidad de motores, diagnósticos

También: recurso search-boost://policy · prompt search_routing

Capas

  • free — Bing + DuckDuckGo + Yahoo + Exa-free; sin claves API.

  • api — motores de la capa gratuita más Antigravity CLI (cuando está disponible) y cualquier Tavily / Brave / Exa que configures (una clave funciona; se recomiendan las tres para la mejor fusión entre motores)

Claves: search-boost config keys → ~/.search-boost-keys.json (el legado ~/.dsh-search-boost-keys.json aún se lee; o las variables de entorno TAVILY_API_KEY, BRAVE_API_KEY, EXA_API_KEY). Enrutamiento opcional: enabledEngines: ["exa"] o "engines": { "brave": { "enabled": false } } en el archivo de claves.

Obtén claves: Tavily · Brave Search API · Exa

Autenticación X/Twitter (opcional): mejora el x_search oficial cuando hay credenciales presentes. Se almacena en ~/.search-boost-xauth.json (el legado ~/.dsh-search-boost-xauth.json aún se lee) o mediante XAI_API_KEY / Grok /x-login. Sobrescribe la ruta del archivo: SEARCH_BOOST_XAUTH_FILE.

Sobrescrituras de archivos de configuración: SEARCH_BOOST_KEYS_FILE, SEARCH_BOOST_LAYER_FILE, SEARCH_BOOST_XAUTH_FILE (variables de entorno opcionales que apuntan a rutas personalizadas).


Hoja de referencia CLI

Comando

Qué hace

search-boost

TUI interactivo

search-boost setup

Incorporación (claves + capa + instalación)

search-boost install / uninstall

Conectar MCP + prompts en agentes

search-boost serve

Ejecutar servidor MCP stdio (usado por agentes)

search-boost status

Claves, capa, estado configurado por agente

`search-boost doctor [--quick

--probe] [--json] [--strict]`

Comprobaciones de salud de configuración/agentes/motores con aprobado/advertencia/fallo

search-boost status

Claves, capa, estado de instalación por agente (sin veredicto)

`search-boost config keys

layer

search`

Claves, capa predeterminada, reemplazo de búsqueda nativa

search-boost print <agent>

Imprimir fragmento MCP sin escribir

search-boost agents

Lista de agentes legible por máquina

Banderas de instalación: -t cursor,codex,…|auto|all · -y (no interactivo; implica --auto-allow + --replace-native) · --dry-run · --auto-allow (pre-aprueba herramientas MCP — ver tabla arriba) · --replace-native / --keep-native · --scope user|project (Grok) · --workspace (Antigravity .agents/)


Agentes compatibles

Agente

Configuración MCP

También instala

Cursor IDE

~/.cursor/mcp.json

hook, skill

Cursor CLI

~/.cursor/mcp.json

hook, skill (variante CLI), auto-allow opcional CLI

Codex CLI

~/.codex/config.toml

AGENTS.md, skill

Claude Code

~/.claude.json

CLAUDE.md, skill, permisos

Grok Build

~/.grok/config.toml

rule, skill · grok-plugin

Antigravity

~/.gemini/config/mcp_config.json

AGENTS.md, GEMINI.md, skill, workspace opcional

Los prompts usan redacción a discreción del modelo (busca cuando elijas, no forzado en cada turno). Consulta agents/ para plantillas por agente.

Búsqueda web nativa: Codex web_search y Claude WebSearch se pueden deshabilitar con --replace-native (predeterminado cuando no es interactivo). Cursor / Antigravity dependen solo de la preferencia de skill y hook. La navegación nativa de Grok se deja activada.

Antigravedad + agy CLI: En la capa api, el motor CLI opcional de Antigravedad (agy en PATH) se une solo a los niveles de búsqueda medio y complejo fused_search, no a búsquedas simples. Depende del inicio de sesión local y de la cuota de la plataforma; los tiempos de espera son de ~45s.


Plugin Grok

El plugin se envía dentro del paquete npm (MCP mediante npx portátil, más habilidad).

La reinstalación es idempotente: search-boost install -t grok elimina cualquier bloque [permission] anterior de search-boost (marcado o heredado) antes de escribir uno nuevo, por lo que las claves duplicadas [permission] no pueden romper el inicio de grok. Si [ui] permission_mode = "always-approve" ya está configurado, --auto-allow omite la inyección de [permission] (always-approve aprueba las herramientas MCP globalmente). search-boost doctor advierte sobre bloques de permisos duplicados o redundantes.

Desde un clon de git (raíz del repositorio):

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

Después de npm install -g search-boost-mcp (sin necesidad de clonar):

# 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

El .mcp.json empaquetado usa npx -y search-boost-mcp serve para que el plugin funcione en cualquier máquina con Node ≥ 22.13.

Detalles → grok-plugin/README.md


Solución de problemas

Síntoma

Qué probar

¿Está saludable search-boost?

search-boost doctor — veredito de pasa/advierte/falla; --json para scripts

La instalación falla inmediatamente

Node ≥ 22.13 (node -v); actualiza si es una versión anterior

Servidor MCP faltante en el agente

Vuelve a ejecutar la instalación, reinicia el agente, verifica con search-boost status

Llamadas a herramientas bloqueadas / aprobación en cada turno

Reinstala con --auto-allow, o aprueba una vez en la interfaz de usuario del agente

Sin resultados / motores vacíos

search-boost doctor — verifica capa/claves/motores; free no necesita claves; api necesita al menos un motor con clave mediante search-boost config keys o variables de entorno (se recomiendan las tres)

Problemas de red/proxy

Fase 2: search-boost doctor --probe (aún no implementado)

MCP no se inicia

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

El plugin Grok MCP no se inicia

grok mcp doctor search-boost; asegúrate de que npx y el acceso a la red funcionen

grok falla al analizar config.toml

[permission] duplicado — ejecuta search-boost install -t grok -y --auto-allow

Antigravedad agy nunca se ejecuta

Requiere la capa api, agy en PATH, y complexity medio/complejo, no simple

Tiempos de espera / errores de búsqueda

Un proxy corporativo o firewall puede bloquear Bing/DDG/Jina; prueba search-boost serve localmente para leer stderr


Desarrollo

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

Las instalaciones desde un clon local escriben node /path/to/cli.mjs serve (no npx). No se requiere un checkout hermano ni SEARCH_BOOST_DSH_ROOT.


Licencia

MIT


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

Enlace amigable: 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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