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Search1API MCP Server

Servidor MCP de Search1API

Lengua china

Un servidor de Protocolo de Contexto de Modelo (MCP) que proporciona funcionalidad de búsqueda y rastreo mediante Search1API.

Prerrequisitos

  • Node.js >= 18.0.0

  • Una clave API Search1API válida (consulte la Guía de configuración a continuación para saber cómo obtenerla y configurarla)

Related MCP server: WebSearch-MCP

Instalación (Independiente/General)

  1. Clonar el repositorio:

    git clone https://github.com/fatwang2/search1api-mcp.git
    cd search1api-mcp
  2. Configurar la clave API: Antes de compilar, debe proporcionar su clave API de Search1. Consulte la sección "Guía de configuración" a continuación para conocer los diferentes métodos (por ejemplo, usar un archivo .env o variables de entorno).

  3. Instalar dependencias y compilar:

    npm install
    npm run build

    Nota: Si utiliza el método de archivo .env del proyecto para la clave API, asegúrese de que exista antes de este paso.

Uso (autónomo/general)

Asegúrese de que su clave API esté configurada (consulte la Guía de configuración ).

Iniciar el servidor:

npm start

El servidor estará entonces listo para aceptar conexiones de clientes MCP.

Guía de configuración

1. Obtener la clave API de Search1

  1. Regístrate en Search1API

  2. Obtén tu clave API desde tu panel de control.

2. Configurar la clave API

Debes poner tu clave API a disposición del servidor. Elige uno de los siguientes métodos:

Método A: Archivo .env del proyecto (recomendado para Independiente o LibreChat)

Este método es necesario si se integra con la versión actual de LibreChat (consulte la sección específica a continuación).

  1. En el directorio raíz del proyecto search1api-mcp , cree un archivo llamado .env :

    # In the search1api-mcp directory
    echo "SEARCH1API_KEY=your_api_key_here" > .env
  2. Reemplace your_api_key_here con su clave real.

  3. Asegúrese de que este archivo exista antes de ejecutar npm install && npm run build .

Método B: Variable de entorno (solo independiente)

Establezca la variable de entorno SEARCH1API_KEY antes de iniciar el servidor.

export SEARCH1API_KEY="your_api_key_here"
npm start

Método C: Configuración del cliente MCP (avanzada)

Algunos clientes MCP permiten especificar variables de entorno directamente en su configuración. Esto resulta útil para clientes como Cursor, extensiones de VS Code, etc.

{
  "mcpServers": {
    "search1api": {
      "command": "npx",
      "args": [
        "-y",
        "search1api-mcp"
      ],
      "env": {
        "SEARCH1API_KEY": "YOUR_SEARCH1API_KEY"
      }
    }
  }
}

Nota para usuarios de LibreChat: Debido a las limitaciones actuales de LibreChat, se requiere el método A (archivo .env del proyecto). Consulte la sección de integración a continuación para obtener instrucciones completas.

Integración con LibreChat (Docker)

Esta sección detalla los pasos necesarios para la integración con LibreChat a través de Docker.

Descripción general:

  1. Clone el repositorio de este servidor en una ubicación accesible mediante su docker-compose.yml de LibreChat.

  2. Configure la clave API requerida utilizando el método de archivo .env del proyecto dentro del directorio de este servidor.

  3. Construye este servidor.

  4. Indique a LibreChat cómo ejecutar este servidor editando librechat.yaml .

  5. Asegúrese de que el código del servidor compilado esté disponible dentro del contenedor LibreChat a través de un enlace de volumen Docker.

  6. Reinicie LibreChat.

Paso a paso:

  1. Clonar el repositorio: Dirígete al directorio de tu equipo host donde administras los servicios externos de LibreChat (suele estar junto a docker-compose.yml ). Una ubicación común es el directorio dedicado a mcp-server .

    # Example: Navigate to where docker-compose.yml lives, then into mcp-server
    cd /path/to/your/librechat/setup/mcp-server
    git clone https://github.com/fatwang2/search1api-mcp.git
  2. Navegue hasta el directorio del servidor:

    cd search1api-mcp
  3. Configurar la clave API (método de archivo .env del proyecto: necesario para LibreChat):

    # Create the .env file
    echo "SEARCH1API_KEY=your_api_key_here" > .env
    # IMPORTANT: Replace 'your_api_key_here' with your actual Search1API key
  4. Instalar dependencias y compilar: este paso compila el código del servidor en el directorio build .

    npm install
    npm run build
  5. Configurar librechat.yaml : Edite el archivo principal librechat.yaml para indicarle a LibreChat cómo ejecutar este servidor MCP. Agregue una entrada en mcp_servers :

    # In your main librechat.yaml
    mcp_servers:
      # You can add other MCP servers here too
      search1api:
        # Optional: Display name for the server in LibreChat UI
        # name: Search1API Tools
    
        # Command tells LibreChat to use 'node'
        command: node
    
        # Args specify the script for 'node' to run *inside the container*
        args:
          - /app/mcp-server/search1api-mcp/build/index.js
    • La ruta args ( /app/... ) es la ubicación dentro del contenedor de la API de LibreChat donde se accederá al servidor compilado (gracias al enlace de volumen en el siguiente paso).

  6. Configurar la vinculación de volúmenes de Docker: Edite su docker-compose.yml (o, más probablemente, su docker-compose.override.yml ) para asignar el directorio search1api-mcp desde su equipo host al contenedor de la API de LibreChat. Busque la sección volumes: para el servicio api: :

    # In your docker-compose.yml or docker-compose.override.yml
    services:
      api:
        # ... other service config ...
        volumes:
          # ... other volumes likely exist here ...
    
          # Add this volume bind:
          - ./mcp-server/search1api-mcp:/app/mcp-server/search1api-mcp
    • Ruta del host ( ./mcp-server/search1api-mcp ): Esta es la ruta en tu equipo host correspondiente a la ubicación del archivo docker-compose.yml . Ajústala si clonaste el repositorio en otro lugar.

    • Ruta del contenedor ( :/app/mcp-server/search1api-mcp ): Esta es la ruta dentro del contenedor. Debe coincidir con la estructura de directorios utilizada en la ruta args``librechat.yaml .

  7. Reinicie LibreChat: aplique los cambios reconstruyendo (si modificó docker-compose.yml ) y reiniciando su pila de LibreChat.

    docker compose down && docker compose up -d --build
    # Or: docker compose restart api (if only librechat.yaml changed)

Ahora, el servidor Search1API debería estar disponible como proveedor de herramientas dentro de LibreChat.

Características

  • Funcionalidad de búsqueda web

  • Funcionalidad de búsqueda de noticias

  • Extracción de contenido de páginas web

  • Extracción del mapa del sitio web

  • Pensamiento profundo y resolución de problemas complejos con DeepSeek R1

  • Integración perfecta con Claude Desktop, Cursor, Windsurf, Cline y otros clientes MCP

Herramientas

1. Herramienta de búsqueda

  • Nombre: search

  • Descripción: Busque en la web usando Search1API

  • Parámetros:

    • query (obligatoria): Consulta de búsqueda en lenguaje natural. Sea específico y conciso para obtener mejores resultados.

    • max_results (opcional, predeterminado: 10): Número de resultados a devolver

    • search_service (opcional, predeterminado: "google"): servicio de búsqueda a utilizar (google, bing, duckduckgo, yahoo, x, reddit, github, youtube, arxiv, wechat, bilibili, imdb, wikipedia)

    • crawl_results (opcional, valor predeterminado: 0): Número de resultados a rastrear para el contenido completo de la página web

    • include_sites (opcional): Lista de sitios para incluir en la búsqueda

    • exclude_sites (opcional): Lista de sitios para excluir de la búsqueda

    • time_range (opcional): rango de tiempo para los resultados de búsqueda ("día", "mes", "año")

2. Herramienta de noticias

  • Nombre: news

  • Descripción: Busque artículos de noticias utilizando Search1API

  • Parámetros:

    • query (obligatoria): Consulta de búsqueda en lenguaje natural. Sea específico y conciso para obtener mejores resultados.

    • max_results (opcional, predeterminado: 10): Número de resultados a devolver

    • search_service (opcional, predeterminado: "bing"): servicio de búsqueda a utilizar (google, bing, duckduckgo, yahoo, hackernews)

    • crawl_results (opcional, valor predeterminado: 0): Número de resultados a rastrear para el contenido completo de la página web

    • include_sites (opcional): Lista de sitios para incluir en la búsqueda

    • exclude_sites (opcional): Lista de sitios para excluir de la búsqueda

    • time_range (opcional): rango de tiempo para los resultados de búsqueda ("día", "mes", "año")

3. Herramienta de rastreo

  • Nombre: crawl

  • Descripción: Extraer contenido de una URL usando Search1API

  • Parámetros:

    • url (obligatorio): URL para rastrear

4. Herramienta de mapa del sitio

  • Nombre: sitemap

  • Descripción: Obtener todos los enlaces relacionados desde una URL

  • Parámetros:

    • url (obligatorio): URL para obtener el mapa del sitio

5. Herramienta de razonamiento

  • Nombre: reasoning

  • Descripción: Una herramienta para el pensamiento profundo y la resolución de problemas complejos con un modelo deepseek r1 rápido y capacidad de búsqueda web (puede cambiar a cualquier otro modelo en el sitio web search1api, pero la velocidad no está garantizada)

  • Parámetros:

    • content (obligatorio): La pregunta o problema que necesita una reflexión profunda.

6. Herramienta de tendencias

  • Nombre: trending

  • Descripción: Obtenga temas de tendencia de plataformas populares

  • Parámetros:

    • search_service (obligatorio): especifica la plataforma para obtener los temas en tendencia (github, hackernews)

    • max_results (opcional, valor predeterminado: 10): número máximo de elementos de tendencia que se devolverán

Historial de versiones

  • v0.2.0: Se agregó soporte .env de respaldo para la integración de LibreChat y dependencias actualizadas.

  • v0.1.8: Se agregaron los servicios de búsqueda X(Twitter) y Reddit

  • v0.1.7: Se agregó la herramienta de tendencias para GitHub y Hacker News

  • v0.1.6: Se agregó el servicio de búsqueda de Wikipedia

  • v0.1.5: Se agregaron nuevos parámetros de búsqueda (include_sites, exclude_sites, time_range) y nuevos servicios de búsqueda (arxiv, wechat, bilibili, imdb)

  • v0.1.4: Se agregó una herramienta de razonamiento con deepseek r1 y se actualizó la guía de configuración de Cursor y Windsurf

  • v0.1.3: Se agregó la funcionalidad de búsqueda de noticias

  • v0.1.2: Se agregó la funcionalidad del mapa del sitio

  • v0.1.1: Se agregó funcionalidad de rastreo web

  • v0.1.0: Versión inicial con funcionalidad de búsqueda

Licencia

Este proyecto está licenciado bajo la licencia MIT: consulte el archivo de LICENCIA para obtener más detalles.

Available Tools

7 tools
askAsk across the right sourcesA
Read-only
Inspect

Describe what you are looking for in natural language when you do not know which source to search. Search1API picks up to five engines (web, Hacker News, Reddit, GitHub, X, arXiv, Wikipedia, and more), infers a time window from phrases such as "this week", and returns at most 10 relevant results ranked by relevance. Costs 5 credits; use search when you already know the engine.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryYesThe request in natural language; platform hints ("on Reddit", "papers") and time hints ("this week") steer the search

Output Schema

ParametersJSON Schema
NameRequiredDescription
errorsYesEngines that failed while others completed
intentYesKeywords, engines, and time window that were used
resultsYes

TDQS

A4.9/5.0
Behavior5/5

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

Annotations cover safety (readOnly/openWorld/non-destructive), but the description adds substantial operational context the annotations do not: up to five engines selected, automatic time-window inference from phrases like 'this week', a cap of 10 results, and a concrete cost of 5 credits. Cost and result-cap disclosure is exactly the kind of trait an agent needs for budget-aware selection.

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?

Three tight sentences, front-loaded with the trigger condition, then capability and cost, then the routing alternative. No filler and nothing repeated.

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 no explanation, yet the description still usefully bounds the result count. For a single-parameter discovery tool, the trigger condition, alternatives, cost, and result cap together make it fully sufficient to call correctly.

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 coverage is 100% and already documents the query parameter, including platform and time hints. The description reinforces the time-hint inference mechanism ('infers a time window from phrases such as "this week"'), adding a little meaning beyond the schema, though most detail is duplicative of the schema text.

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?

States a concrete verb and resource ('describe what you are looking for in natural language') and frames the scope as cross-source discovery. It explicitly contrasts with the sibling 'search' by naming the condition that separates them, so an agent can distinguish the two without opening schemas.

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?

Gives an explicit when-to-use ('when you do not know which source to search') and an explicit alternative with its own condition ('use search when you already know the engine'). Both sides of the routing decision are stated.

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

crawlRead a web pageA
Read-only
Inspect

Extract the readable title and full text from a public URL supplied by the user or returned by search.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlYesPublic HTTP or HTTPS URL to retrieve

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultYes

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so the safety and open-web profile is covered structurally. The description adds that the output is extracted readable text rather than raw markup, plus the public-URL restriction, but says nothing about failure modes (paywalls, JS-rendered content, rate limits).

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?

A single sentence with zero padding; the action and output are front-loaded and the input-sourcing hint is appended without derailing the sentence.

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

Completeness4/5

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

An output schema exists, so the description needn't explain return values, and the single input is fully documented. It is nearly complete for a one-parameter read tool, with the main gap being no guidance on unreadable or dynamically rendered pages.

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

Parameters3/5

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

Only one parameter, and the schema already describes it fully (format: uri, 'Public HTTP or HTTPS URL to retrieve') at 100% coverage, so the baseline is 3. The description reinforces the public-URL constraint and hints at the URL source, but adds no format or validity detail beyond the schema.

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?

States a specific verb (extract) and concrete outputs (readable title and full text) from a clearly bounded resource (a public URL). It does not explicitly distinguish itself from siblings like render_results or sitemap, which an agent might plausibly confuse with page retrieval.

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?

'Supplied by the user or returned by search' implies a usage chain after the search tool, which is useful contextual guidance. However, there is no explicit when-not guidance or mention of when a sibling such as render_results (e.g., JS-heavy pages) would be the better choice.

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

newsNews searchA
Read-only
Inspect

Search current news when the user asks about recent events, announcements, or coverage. Returns citable article results with title, URL, snippet, and optional extracted text.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryYesShort, focused news query
time_rangeNoOptional recency window; use day for breaking news
max_resultsNoMaximum number of articles to return
crawl_resultsNoNumber of top articles to retrieve as full pages. Each successful retrieval adds 1 credit to the base 1-credit news request
exclude_sitesNoNews domains to exclude
include_sitesNoNews domains to include
search_serviceNoNews search engine to usebing

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultsYes

TDQS

A3.7/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, openWorldHint, and destructiveHint, so the safety profile is covered. The description adds that results are "citable" with title/URL/snippet/optional text, but says nothing about cost, freshness guarantees, or rate behavior beyond what the schema's credit note already implies.

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?

Two sentences, purpose front-loaded and trigger condition second, with zero filler. Every clause earns its place.

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

Completeness3/5

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

With a rich schema, output schema, and safety annotations, the description covers enough to call the tool. The notable gap is sibling routing: in a toolset containing both `search` and `trending`, the description never explains why an agent should pick `news` over those alternatives.

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

Parameters3/5

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

Schema description coverage is 100%, so the schema fully documents all seven parameters (including the credit cost of crawl_results and the recency enum). The description adds no parameter-level meaning, so the baseline 3 applies.

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?

States a specific verb and resource ("Search current news") plus the triggering user intent, so the agent knows this is a news-retrieval tool rather than a general one. However, it never distinguishes itself from the sibling `search` or `trending` tools, leaving ambiguity about which to pick.

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?

"when the user asks about recent events, announcements, or coverage" gives clear, actionable context for when to invoke this tool. There are no exclusions or named alternatives (e.g. no guidance on choosing `trending` for trending topics over `news`), so it stops short of a 5.

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

render_resultsRender the resultsA
Read-onlyIdempotent
Inspect

Present already retrieved source results as source cards when the host supports UI, with a complete readable text list otherwise. Use when the user wants to browse sources or a visual list helps the task. Pass existing results in the desired order; never invent source URLs or factual titles. Does not search, crawl, fetch URLs, verify sources, or consume search credits. Do not call for intermediate research results or when a text answer is sufficient.

ParametersJSON Schema
NameRequiredDescriptionDefault
titleNoOptional human-readable list heading. Defaults to Results.
resultsYesAlready retrieved results, in the order to display. No new search is performed.

Output Schema

ParametersJSON Schema
NameRequiredDescription
titleYes
totalYesNumber of results in this rendered list, not a provider-wide search total.
resultsYes

TDQS

A4.9/5.0
Behavior5/5

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

Annotations already establish read-only, idempotent, non-destructive, closed-world behavior, and the description adds genuinely new traits beyond them: graceful degradation when the host has no UI support, a hard prohibition on inventing URLs or factual titles, and the note that this does not consume search credits. These are behavioral facts an agent could not derive from the annotations or schema.

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?

Four tight sentences that are front-loaded: capability and fallback first, then when to use, then input constraints, then explicit non-capabilities. No sentence is redundant with structured fields, and each adds a distinct constraint.

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 no prose explanation. The description still covers everything an agent needs to invoke it correctly: caller prerequisites, ordering intent, host-capability fallback, and the boundary against adjacent research tools. Nothing material is missing for a 2-parameter, non-mutating render tool.

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 schema already documents title, results, id, url, text, and metadata – this sets the baseline at 3. The description adds ordering semantics ('Pass existing results in the desired order') and reinforces that the payload must be pre-existing rather than newly fetched, which is meaningful beyond the field-level docs.

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?

States a specific verb and resource – present already-retrieved results as source cards with a text-list fallback – and immediately bounds the scope with negations ('Does not search, crawl, fetch URLs, verify sources, or consume search credits'). This cleanly separates it from siblings like search, crawl, and sitemap, which is exactly the confusion an agent would otherwise face.

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?

Gives an explicit trigger ('when the user wants to browse sources or a visual list helps the task'), an explicit anti-trigger ('Do not call for intermediate research results or when a text answer is sufficient'), and enumerates the excluded operations. There is also a prerequisite: results must already exist. Nothing about when to select this tool is left to inference.

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

sitemapDiscover links on a siteA
Read-only
Inspect

Discover related public links from a page or domain when the user wants to explore a site's structure or available pages.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlYesPublic page or domain URL whose links should be discovered

Output Schema

ParametersJSON Schema
NameRequiredDescription
linksYes

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true, destructiveHint=false, so the safety profile is covered. The description adds that only public links are surfaced, but says nothing about crawl depth, result limits, or how discovery is scoped — modest added context over the annotations.

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?

A single front-loaded sentence combining the action with the trigger condition; no filler. Slight redundancy between 'related public links' and 'available pages' keeps it from being maximally tight.

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

Completeness4/5

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

For a one-parameter read-only tool with an output schema and rich annotations, the description supplies the needed intent and scope. Return values need not be explained since an output schema exists; the only gap is disambiguation from the crawl sibling.

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

Parameters3/5

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

Only one parameter with 100% schema description coverage, so the schema already documents 'url'. The description's 'page or domain' phrasing reinforces that a domain is acceptable, but adds no format or constraint detail beyond the schema. Baseline 3 applies.

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?

States a specific verb (discover) and resource (related public links from a page or domain), and scopes it to public links. It does not explicitly differentiate itself from the sibling 'crawl', which also traverses sites, so an agent must infer the boundary.

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?

Gives a clear selection context: use when the user wants to explore a site's structure or available pages. It stops short of naming the closest alternative (crawl) or stating when not to use it, leaving the sitemap-vs-crawl choice to inference.

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. 4 tool updatesv0.8.0
    • Addedask
    • Changednews1 field changed
      • changedInput schema / properties / time_range / enum
        Previous value: -[
        -  "day",
        -  "month",
        -  "year"
        -]New value: +[
        +  "day",
        +  "week",
        +  "month",
        +  "year"
        +]
    • Addedrender_results
    • Changedsearch3 fields changed
      • addedInput schema / properties / page
        Added value: +{
        +  "default": 1,
        +  "description": "Results page to fetch; only bing, bingcn, baidu, and grokipedia paginate, other engines ignore it",
        +  "maximum": 100,
        +  "minimum": 1,
        +  "type": "number"
        +}
      • changedInput schema / properties / search_service / enum
        Previous value: -[
        -  "google",
        -  "bing",
        -  "duckduckgo",
        -  "yahoo",
        -  "x",
        -  "reddit",
        -  "github",
        -  "youtube",
        -  "arxiv",
        -  "wechat",
        -  "bilibili",
        -  "imdb",
        -  "wikipedia"
        -]New value: +[
        +  "google",
        +  "bing",
        +  "bingcn",
        +  "duckduckgo",
        +  "yahoo",
        +  "yandex",
        +  "x",
        +  "reddit",
        +  "github",
        +  "youtube",
        +  "arxiv",
        +  "wechat",
        +  "bilibili",
        +  "imdb",
        +  "wikipedia",
        +  "grokipedia"
        +]
      • changedInput schema / properties / time_range / enum
        Previous value: -[
        -  "day",
        -  "month",
        -  "year"
        -]New value: +[
        +  "day",
        +  "week",
        +  "month",
        +  "year"
        +]
  2. 1 tool updatev0.5.4
    • Removedfetch
  3. 6 tool updatesv0.4.0
    • Changedcrawl3 fields changed
      • changedInput schema / properties / url / description
        Previous value: -"URL to crawl"New value: +"Public HTTP or HTTPS URL to retrieve"
      • addedInput schema / properties / url / format
        Added value: +"uri"
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "properties": {
        +    "result": {
        +      "properties": {
        +        "id": {
        +          "description": "Stable identifier for this result; for web results this is the canonical URL",
        +          "type": "string"
        +        },
        +        "metadata": {
        +          "additionalProperties": true,
        +          "description": "Additional source metadata",
        +          "type": "object"
        +        },
        +        "text": {
        +          "description": "Result snippet or extracted page text when available",
        +          "type": "string"
        +        },
        +        "title": {
        +          "description": "Human-readable result title",
        +          "type": "string"
        +        },
        +        "url": {
        +          "description": "Canonical URL that clients can cite and users can open",
        +          "format": "uri",
        +          "type": "string"
        +        }
        +      },
        +      "required": [
        +        "id",
        +        "title",
        +        "url"
        +      ],
        +      "type": "object"
        +    }
        +  },
        +  "required": [
        +    "result"
        +  ],
        +  "type": "object"
        +}
    • Addedfetch
    • Changednews11 fields changed
      • changedInput schema / properties / crawl_results / description
        Previous value: -"Number of top results to crawl for full webpage content. Each successfully crawled page adds 1 credit to the base 1-credit news request"New value: +"Number of top articles to retrieve as full pages. Each successful retrieval adds 1 credit to the base 1-credit news request"
      • addedInput schema / properties / crawl_results / minimum
        Added value: +0
      • changedInput schema / properties / exclude_sites / description
        Previous value: -"List of sites to exclude from search. Only use when you need to explicitly filter out specific domains from results"New value: +"News domains to exclude"
      • changedInput schema / properties / include_sites / description
        Previous value: -"List of sites to include in search. Only use when you need special results from sites not available in search_service"New value: +"News domains to include"
      • changedInput schema / properties / max_results / description
        Previous value: -"Maximum number of results to return"New value: +"Maximum number of articles to return"
      • addedInput schema / properties / max_results / maximum
        Added value: +50
      • addedInput schema / properties / max_results / minimum
        Added value: +1
      • changedInput schema / properties / query / description
        Previous value: -"Search query, be simple and concise"New value: +"Short, focused news query"
      • changedInput schema / properties / search_service / description
        Previous value: -"Specify the news engine to use. Choose based on your specific needs"New value: +"News search engine to use"
      • changedInput schema / properties / time_range / description
        Previous value: -"Time range for search results, only use when specific time constraints are required"New value: +"Optional recency window; use day for breaking news"
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "properties": {
        +    "results": {
        +      "items": {
        +        "properties": {
        +          "id": {
        +            "description": "Stable identifier for this result; for web results this is the canonical URL",
        +            "type": "string"
        +          },
        +          "metadata": {
        +            "additionalProperties": true,
        +            "description": "Additional source metadata",
        +            "type": "object"
        +          },
        +          "text": {
        +            "description": "Result snippet or extracted page text when available",
        +            "type": "string"
        +          },
        +          "title": {
        +            "description": "Human-readable result title",
        +            "type": "string"
        +          },
        +          "url": {
        +            "description": "Canonical URL that clients can cite and users can open",
        +            "format": "uri",
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "title",
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "type": "array"
        +    }
        +  },
        +  "required": [
        +    "results"
        +  ],
        +  "type": "object"
        +}
    • Changedsearch10 fields changed
      • changedInput schema / properties / crawl_results / description
        Previous value: -"Number of top results to crawl for full webpage content. Each successfully crawled page adds 1 credit to the base 1-credit search request"New value: +"Number of top results to retrieve as full pages. Each successful page retrieval adds 1 credit to the base 1-credit search request"
      • addedInput schema / properties / crawl_results / minimum
        Added value: +0
      • changedInput schema / properties / exclude_sites / description
        Previous value: -"List of sites to exclude from search. Only use when you need to explicitly filter out specific domains from results"New value: +"Domains to exclude from the search"
      • changedInput schema / properties / include_sites / description
        Previous value: -"List of sites to include in search. Only use when you need special results from sites not available in search_service"New value: +"Domains to include when the user explicitly scopes the search"
      • addedInput schema / properties / max_results / maximum
        Added value: +50
      • addedInput schema / properties / max_results / minimum
        Added value: +1
      • changedInput schema / properties / query / description
        Previous value: -"Search query, be simple and concise"New value: +"Short, focused search query"
      • changedInput schema / properties / search_service / description
        Previous value: -"Specify the search engine to use. Choose based on your specific needs"New value: +"Search engine to use; choose one only when it matches the user's source intent"
      • changedInput schema / properties / time_range / description
        Previous value: -"Time range for search results, only use when specific time constraints are required"New value: +"Optional recency window for time-sensitive searches"
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "properties": {
        +    "results": {
        +      "items": {
        +        "properties": {
        +          "id": {
        +            "description": "Stable identifier for this result; for web results this is the canonical URL",
        +            "type": "string"
        +          },
        +          "metadata": {
        +            "additionalProperties": true,
        +            "description": "Additional source metadata",
        +            "type": "object"
        +          },
        +          "text": {
        +            "description": "Result snippet or extracted page text when available",
        +            "type": "string"
        +          },
        +          "title": {
        +            "description": "Human-readable result title",
        +            "type": "string"
        +          },
        +          "url": {
        +            "description": "Canonical URL that clients can cite and users can open",
        +            "format": "uri",
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "title",
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "type": "array"
        +    }
        +  },
        +  "required": [
        +    "results"
        +  ],
        +  "type": "object"
        +}
    • Changedsitemap3 fields changed
      • changedInput schema / properties / url / description
        Previous value: -"URL to get sitemap"New value: +"Public page or domain URL whose links should be discovered"
      • addedInput schema / properties / url / format
        Added value: +"uri"
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "properties": {
        +    "links": {
        +      "items": {
        +        "format": "uri",
        +        "type": "string"
        +      },
        +      "type": "array"
        +    }
        +  },
        +  "required": [
        +    "links"
        +  ],
        +  "type": "object"
        +}
    • Changedtrending4 fields changed
      • addedInput schema / properties / max_results / maximum
        Added value: +50
      • addedInput schema / properties / max_results / minimum
        Added value: +1
      • changedInput schema / properties / search_service / description
        Previous value: -"Specify the platform to get trending topics from"New value: +"Platform whose trending items should be returned"
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "properties": {
        +    "results": {
        +      "items": {
        +        "properties": {
        +          "description": {
        +            "type": "string"
        +          },
        +          "title": {
        +            "type": "string"
        +          },
        +          "url": {
        +            "format": "uri",
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "title",
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "type": "array"
        +    }
        +  },
        +  "required": [
        +    "results"
        +  ],
        +  "type": "object"
        +}
  4. 3 tool updatesv0.3.1
    • Changednews1 field changed
      • changedInput schema / properties / crawl_results / description
        Previous value: -"Number of results to crawl for full webpage content, useful when search result summaries are insufficient for complex queries"New value: +"Number of top results to crawl for full webpage content. Each successfully crawled page adds 1 credit to the base 1-credit news request"
    • Removedreasoning
    • Changedsearch1 field changed
      • changedInput schema / properties / crawl_results / description
        Previous value: -"Number of results to crawl for full webpage content, useful when search result summaries are insufficient for complex queries"New value: +"Number of top results to crawl for full webpage content. Each successfully crawled page adds 1 credit to the base 1-credit search request"
  5. 6 tool updatesv0.1.8
    • First observedcrawl
    • First observednews
    • First observedreasoning
    • First observedsearch
    • First observedsitemap
    • First observedtrending

TDQS

A3.8/5.0

Scored across 7 tools

Disambiguation4/5

Most tools have distinct roles: crawl extracts text, sitemap discovers links, render_results presents output, and trending surfaces popular content. However, search, news, and ask all overlap as retrieval operations, distinguished mainly by the descriptions (engine-specific vs. news-focused vs. multi-engine fallback) rather than by clearly separate purposes.

Naming Consistency3/5

Names mix conventions: verbs (crawl, search, ask), nouns (news, sitemap), a gerund (trending), and one verb_noun (render_results). The tools remain readable and mostly single-word, but there is no predictable pattern across the set.

Tool Count4/5

Seven tools is well within a reasonable range for a search/crawl service and each maps to a recognizable capability. It is slightly generous given the retrieval overlap, but nothing feels redundant or filler.

Completeness4/5

The surface covers the search lifecycle well: multi-source retrieval (search, news, ask, trending), full-text extraction (crawl), link discovery (sitemap), and result presentation (render_results). Minor gaps exist around explicit pagination or structured filtering, but core workflows are covered.

Maintenance

ActivityActive
ResponsivenessWithin a week

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