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OneSearch MCP Server

Name: OneSearch MCP Server
Author: yokingma

by yokingma

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TypeScript

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🚀 OneSearch MCP Server: Поиск в Интернете, обход, парсинг и подготовка контента

Реализация сервера протокола контекста модели (MCP), которая интегрируется с несколькими поисковыми провайдерами для поиска в Интернете, локального поиска в браузере и возможностей парсинга с помощью agent-browser.

Функции

Поиск в Интернете, парсинг, обход и предварительная обработка контента с веб-сайтов.
Поддержка нескольких поисковых систем и веб-парсеров: SearXNG, Tavily, DuckDuckGo, Bing, Google, Zhipu (智谱), Exa, Bocha (博查) и др.
Локальный поиск в Интернете (поиск через браузер), поддержка нескольких поисковых систем: Bing, Google, Baidu, Sogou и др.
- Использование agent-browser для автоматизации браузера.
- Бесплатно, ключи API не требуются.
Включенные инструменты: one_search, one_scrape, one_map, one_extract

Related MCP server: Firecrawl MCP Server

Миграция с версии 1.1.0 и более ранних

Критические изменения в версии 1.1.0:

Firecrawl удален: Интеграция с Firecrawl была удалена в пользу agent-browser, который предоставляет аналогичную функциональность без необходимости использования внешних API-сервисов.
Новое требование к браузеру: Вы должны установить браузер Chromium (см. раздел «Предварительные требования»).
Переменные окружения: FIRECRAWL_API_URL и FIRECRAWL_API_KEY больше не используются.

Что изменилось:

one_scrape и one_map теперь используют agent-browser вместо Firecrawl
one_extract теперь выполняет предварительную обработку контента страниц с нескольких URL для последующего анализа, вместо выполнения встроенного извлечения через LLM
Все операции на основе браузера теперь выполняются локально, что обеспечивает лучшую конфиденциальность и отсутствие затрат на API

Шаги миграции:

Установите браузер Chromium (см. «Предварительные требования»)
Удалите FIRECRAWL_API_URL и FIRECRAWL_API_KEY из ваших переменных окружения
Обновитесь до последней версии: npm install -g one-search-mcp@latest

Предварительные требования

Требование к браузеру: Этот сервер использует agent-browser для веб-парсинга и локального поиска, что требует браузер на базе Chromium.

Хорошие новости: Сервер автоматически обнаружит и будет использовать браузеры, уже установленные в вашей системе:

✅ Google Chrome
✅ Microsoft Edge
✅ Chromium
✅ Google Chrome Canary

Если у вас не установлен ни один из этих браузеров, вы можете:

# Option 1: Install Google Chrome (Recommended)
# Download from: https://www.google.com/chrome/

# Option 2: Install Microsoft Edge
# Download from: https://www.microsoft.com/edge

# Option 3: Install Chromium via agent-browser
npx agent-browser install

# Option 4: Install Chromium directly
# Download from: https://www.chromium.org/getting-involved/download-chromium/

Установка

Использование CLI Claude Code (рекомендуется)

# Add to Claude Code with default settings (local search)
claude mcp add one-search-mcp -- npx -y one-search-mcp

# Add with custom search provider (e.g., SearXNG)
claude mcp add one-search-mcp -e SEARCH_PROVIDER=searxng -e SEARCH_API_URL=http://127.0.0.1:8080 -- npx -y one-search-mcp

# Add with Tavily API
claude mcp add one-search-mcp -e SEARCH_PROVIDER=tavily -e SEARCH_API_KEY=your_api_key -- npx -y one-search-mcp

Ручная установка

# Install globally (Optional)
npm install -g one-search-mcp

# Or run directly with npx
npx -y one-search-mcp

Использование Docker

Образ Docker включает все зависимости (браузер Chromium), предварительно установленные, дополнительная настройка не требуется.

Загрузите образ:

# From GitHub Container Registry
docker pull ghcr.io/yokingma/one-search-mcp:latest

# Or from Docker Hub
docker pull zacma/one-search-mcp:latest

Настройка в Claude Desktop:

{
  "mcpServers": {
    "one-search-mcp": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "ghcr.io/yokingma/one-search-mcp:latest"],
      "env": {
        "SEARCH_PROVIDER": "local"
      }
    }
  }
}

С пользовательским поисковым провайдером:

{
  "mcpServers": {
    "one-search-mcp": {
      "command": "docker",
      "args": [
        "run", "-i", "--rm",
        "-e", "SEARCH_PROVIDER=tavily",
        "-e", "SEARCH_API_KEY=your_api_key",
        "ghcr.io/yokingma/one-search-mcp:latest"
      ]
    }
  }
}

Переменные окружения

Поисковая система:

SEARCH_PROVIDER (опционально): Поисковый провайдер для использования, поддерживает searxng, duckduckgo, bing, tavily, google, zhipu, exa, bocha, local, по умолчанию local.
SEARCH_API_URL (опционально): URL API SearxNG или идентификатор поисковой системы Google (Custom Search Engine ID) для google.
SEARCH_API_KEY (опционально): Ключ API для поискового провайдера, требуется для tavily, bing, google, zhipu, exa, bocha.

// supported search providers
export type SearchProvider = 'searxng' | 'duckduckgo' | 'bing' | 'tavily' | 'google' | 'zhipu' | 'exa' | 'bocha' | 'local';

Конфигурация поискового провайдера

Провайдер	Требуется ключ API	Требуется URL API	Примечания
`local`	Нет	Нет	Бесплатно, использует автоматизацию браузера
`duckduckgo`	Нет	Нет	Бесплатно, ключ API не нужен
`searxng`	Опционально	Да	Самохостинг мета-поисковой системы
`bing`	Да	Нет	Bing Search API
`tavily`	Да	Нет	Tavily API
`google`	Да	Да (ID поисковой системы)	Google Custom Search
`zhipu`	Да	Нет	智谱 AI
`exa`	Да	Нет	Exa AI
`bocha`	Да	Нет	博查 AI

Конфигурация для других MCP-клиентов

Claude Desktop

Добавьте в файл конфигурации Claude Desktop:

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "one-search-mcp": {
      "command": "npx",
      "args": ["-y", "one-search-mcp"],
      "env": {
        "SEARCH_PROVIDER": "local"
      }
    }
  }
}

Cursor

Добавьте в ваш файл mcp.json:

{
  "mcpServers": {
    "one-search-mcp": {
      "command": "npx",
      "args": ["-y", "one-search-mcp"],
      "env": {
        "SEARCH_PROVIDER": "local"
      }
    }
  }
}

Windsurf

Добавьте в ваш файл ./codeium/windsurf/model_config.json:

{
  "mcpServers": {
    "one-search-mcp": {
      "command": "npx",
      "args": ["-y", "one-search-mcp"],
      "env": {
        "SEARCH_PROVIDER": "local"
      }
    }
  }
}

Самохостинг SearXNG (опционально)

Если вы хотите использовать SearXNG в качестве поискового провайдера, вы можете развернуть его локально с помощью Docker:

Предварительные требования:

Установленный и запущенный Docker (версия 20.10.0 или выше)
Доступно не менее 4 ГБ оперативной памяти

Быстрый старт:

# Clone SearXNG Docker repository
git clone https://github.com/searxng/searxng-docker.git
cd searxng-docker

# Start SearXNG
docker compose up -d

После развертывания SearXNG будет доступен по адресу http://127.0.0.1:8080 по умолчанию.

Настройте OneSearch для использования SearXNG:

# Set environment variables
export SEARCH_PROVIDER=searxng
export SEARCH_API_URL=http://127.0.0.1:8080

Для получения дополнительной информации см. официальную документацию SearXNG Docker.

Устранение неполадок

Ошибка «Browser not found»

Если вы видите ошибку вроде «Browser not found», сервер не смог обнаружить ни одного установленного браузера на базе Chromium. Пожалуйста, установите один из следующих:

Google Chrome: https://www.google.com/chrome/
Microsoft Edge: https://www.microsoft.com/edge
Chromium: https://www.chromium.org/getting-involved/download-chromium/

Или установите через agent-browser:

npx agent-browser install

Лицензия

Лицензия MIT — подробности см. в файле LICENSE.

Available Tools

4 tools

one_extractA

Fetch and preprocess page content from one or more URLs. Returns cleaned text blocks that can be passed to downstream tools or models.

ParametersJSON Schema

Name	Required	Description	Default
`urls`	Yes	List of URLs to extract information from

TDQS

A3.5/5.0

Behavior2/5

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

No annotations provided, so description carries full burden. 'Returns cleaned text blocks' hints at preprocessing but does not detail cleaning steps, error handling, or auth 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?

Two concise sentences, front-loaded with action, then output. No wasted words.

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?

For a simple tool (1 param, no output schema), description adequately covers purpose and output. Lacks details on cleaning specifics, error handling, or limits.

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 covers parameter with 100% coverage. Description adds value by specifying preprocessing and output type ('cleaned text blocks'), going beyond schema's 'extract information'.

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?

Description clearly states the verb 'fetch and preprocess' and the resource 'page content from URLs'. Differentiates from siblings: one_map, one_scrape, one_search.

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

Usage Guidelines2/5

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

No explicit when-to-use or when-not-to-use guidance. Mentions downstream use but lacks context for choosing over siblings.

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

one_mapA

Discover URLs from a starting point by loading a page in the browser and extracting links from its HTML.

ParametersJSON Schema

Name	Required	Description
`url`	Yes	Starting URL for URL discovery
`limit`	No	Maximum number of URLs to return
`search`	No	Optional search term to filter URLs
`includeSubdomains`	No	Include URLs from subdomains in results

TDQS

A3.9/5.0

Behavior3/5

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

With no annotations, the description carries the full burden of behavioral disclosure. It does disclose the core mechanism—loading a page in the browser and extracting links from its HTML—but it omits important details such as whether the crawl is recursive, whether subdomains are included by default, or any performance/rate implications.

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?

The description is a single, front-loaded sentence that immediately conveys the main action and mechanism. It contains no filler, repetition, or unnecessary detail.

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?

The description is minimal but sufficient for a simple one-page link extractor. However, with no output schema, it leaves ambiguity about return format and whether discovery is recursive or limited to the initial page, which is important for a mapping tool with four parameters.

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 coverage is 100%, so the description does not need to add much parameter detail. It simply reinforces 'starting point' for the url parameter and adds no new meaning beyond what the schema already provides.

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 states a specific action: discover URLs from a starting point by loading a page in the browser and extracting HTML links. This clearly distinguishes it from sibling tools like one_extract, one_search, and one_scrape, which focus on other tasks.

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?

The description gives clear context that this tool is for mapping/discovering URLs from a starting page, which implies when it should be selected. However, it does not explicitly mention alternatives or state when not to use it, so it falls 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.

one_scrapeA

Scrape a single webpage and return markdown, HTML, links, or a screenshot. Supports navigation timeout, TLS verification control, full-page screenshots, bounded pre-scrape actions, and advanced executeJavascript only when allowExecuteJavascript is true.

ParametersJSON Schema

Name	Required	Description
`url`	Yes	The URL to scrape
`actions`	No	List of pre-scrape actions to run before content capture. Standard actions are bounded; executeJavascript requires allowExecuteJavascript: true.
`formats`	No	Content formats to extract (default: ['markdown'])
`timeout`	No	Maximum time in milliseconds to wait for the page to load
`waitFor`	No	Time in milliseconds to wait for dynamic content to load
`skipTlsVerification`	No	Skip TLS certificate verification
`allowExecuteJavascript`	No	Must be true when actions contain executeJavascript. Use only for advanced page-side scripting.

TDQS

A3.7/5.0

Behavior4/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It notably discloses support for navigation timeout, TLS verification control, full-page screenshots, bounded pre-scrape actions, and the gating of executeJavascript. It does not mention error behavior or return structure, but these are less critical for a scraping tool.

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?

The description is concise at two sentences, front-loaded with the core purpose, and every clause adds value (outputs, timeout, TLS, screenshots, actions). There is no fluff or redundancy.

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?

Given the tool's complexity (7 parameters, no output schema, no annotations), the description provides a good overview of capabilities but lacks details on return value structure, error handling, or pagination/navigation behavior. It is adequate but has clear gaps, especially regarding what the returned data looks like for each format.

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?

Since schema description coverage is 100%, the baseline is 3. The description adds some context by mentioning 'bounded pre-scrape actions' and the executeJavascript requirement, which aligns with the actions and allowExecuteJavascript parameters. However, it does not add significant syntax or format details beyond what the schema already provides.

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 clearly identifies the tool's action ('Scrape a single webpage') and its outputs ('markdown, HTML, links, or a screenshot'), which distinguishes it from the sibling tools by focusing on single-page scraping. It is a specific verb+resource statement, though it does not explicitly contrast with siblings like 'one_extract'.

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?

The description implies usage for scraping a single webpage and mentions the prerequisite for executeJavascript ('only when allowExecuteJavascript is true'). However, it does not explicitly state when to choose this tool over alternatives such as one_extract, one_search, or one_map, nor does it provide exclusion criteria.

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

one_searchB

Search and retrieve content from web pages. Returns SERP results by default (url, title, description).

ParametersJSON Schema

Name	Required	Description
`limit`	No	Maximum number of results to return (default: 10)
`query`	Yes	Search query string
`language`	No	Language code for search results (default: auto)
`timeRange`	No	Time range for search results (default: all)
`categories`	No	Categories to search for (default: general)

TDQS

B3.2/5.0

Behavior3/5

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

The description states it returns SERP results (url, title, description), which is helpful. However, with no annotations, it lacks details on pagination, rate limits, or blocking behaviors. It adequately covers the basic return value but could be more transparent.

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?

The description is extremely concise with two sentences, front-loading the purpose. Every sentence adds value with no redundancy or filler.

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

Completeness2/5

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

Given the absence of an output schema and the presence of 5 parameters (including enums for categories and timeRange), the description does not fully explain the usage of these parameters or the structure of the response beyond basic SERP fields. It feels incomplete for an agent to use effectively.

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?

Input schema coverage is 100%, so the schema already describes all parameters. The description adds no extra meaning beyond what the schema provides.

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 clearly states the tool searches and retrieves content from web pages and returns SERP results with URL, title, and description. It is specific but does not explicitly distinguish itself from sibling tools like one_map or one_scrape.

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus alternatives. No when-not-to-use or prerequisite information is given.

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.

2 tool updatesv1.2.4Jul 31, 2026

Changedone_map2 fields changed

removedInput schema / properties / ignoreSitemap

Removed value: -{
-  "description": "Skip sitemap.xml discovery and only use HTML links",
-  "type": "boolean"
-}

removedInput schema / properties / sitemapOnly

Removed value: -{
-  "description": "Only use sitemap.xml for discovery, ignore HTML links",
-  "type": "boolean"
-}

Changedone_scrape11 fields changed

changedInput schema / properties / actions / description

Previous value: -"List of actions to perform before scraping"New value: +"List of pre-scrape actions to run before content capture. Standard actions are bounded; executeJavascript requires allowExecuteJavascript: true."

changedInput schema / properties / actions / items / anyOf

Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "milliseconds": {
-        "description": "Time to wait in milliseconds",
-        "type": "number"
-      },
-      "type": {
-        "const": "wait",
-        "type": "string"
-      }
-    },
-    "required": [
-      "type",
-      "milliseconds"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "selector": {
-        "description": "CSS selector for the target element",
-        "type": "string"
-      },
-      "type": {
-        "const": "click",
-        "type": "string"
-      }
-    },
-    "required": [
-      "type",
-      "selector"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "fullPage": {
-        "description": "Take full page screenshot",
-        "type": "boolean"
-      },
-      "type": {
-        "const": "screenshot",
-        "type": "string"
-      }
-    },
-    "required": [
-      "type"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "selector": {
-        "description": "CSS selector for the target element",
-        "type": "string"
-      },
-      "text": {
-        "description": "Text to write",
-        "type": "string"
-      },
-      "type": {
-        "const": "write",
-        "type": "string"
-      }
-    },
-    "required": [
-      "type",
-      "selector",
-      "text"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "key": {
-        "description": "Key to press",
-        "type": "string"
-      },
-      "type": {
-        "const": "press",
-        "type": "string"
-      }
-    },
-    "required": [
-      "type",
-      "key"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "direction": {
-        "description": "Scroll direction",
-        "enum": [
-          "up",
-          "down"
-        ],
-        "type": "string"
-      },
-      "type": {
-        "const": "scroll",
-        "type": "string"
-      }
-    },
-    "required": [
-      "type",
-      "direction"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "type": {
-        "const": "scrape",
-        "type": "string"
-      }
-    },
-    "required": [
-      "type"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "script": {
-        "description": "JavaScript code to execute",
-        "type": "string"
-      },
-      "type": {
-        "const": "executeJavascript",
-        "type": "string"
-      }
-    },
-    "required": [
-      "type",
-      "script"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "milliseconds": {
+        "description": "Time to wait in milliseconds",
+        "type": "number"
+      },
+      "type": {
+        "const": "wait",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "milliseconds"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "selector": {
+        "description": "CSS selector for the target element",
+        "type": "string"
+      },
+      "type": {
+        "const": "click",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "selector"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "selector": {
+        "description": "CSS selector for the target element",
+        "type": "string"
+      },
+      "text": {
+        "description": "Text to write",
+        "type": "string"
+      },
+      "type": {
+        "const": "write",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "selector",
+      "text"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "key": {
+        "description": "Key to press",
+        "type": "string"
+      },
+      "type": {
+        "const": "press",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "key"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "direction": {
+        "description": "Scroll direction",
+        "enum": [
+          "up",
+          "down"
+        ],
+        "type": "string"
+      },
+      "type": {
+        "const": "scroll",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "direction"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "script": {
+        "description": "JavaScript code to execute",
+        "type": "string"
+      },
+      "type": {
+        "const": "executeJavascript",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "script"
+    ],
+    "type": "object"
+  }
+]

addedInput schema / properties / allowExecuteJavascript

Added value: +{
+  "description": "Must be true when actions contain executeJavascript. Use only for advanced page-side scripting.",
+  "type": "boolean"
+}

removedInput schema / properties / excludeTags

Removed value: -{
-  "description": "HTML tags to exclude from extraction",
-  "items": {
-    "type": "string"
-  },
-  "type": "array"
-}

removedInput schema / properties / extract

Removed value: -{
-  "additionalProperties": false,
-  "description": "Configuration for structured data extraction",
-  "properties": {
-    "prompt": {
-      "description": "User prompt for LLM extraction",
-      "type": "string"
-    },
-    "schema": {
-      "additionalProperties": {},
-      "description": "Schema for structured data extraction",
-      "type": "object"
-    },
-    "systemPrompt": {
-      "description": "System prompt for LLM extraction",
-      "type": "string"
-    }
-  },
-  "type": "object"
-}

changedInput schema / properties / formats / items / enum

Previous value: -[
-  "markdown",
-  "html",
-  "rawHtml",
-  "screenshot",
-  "links",
-  "screenshot@fullPage",
-  "extract"
-]New value: +[
+  "markdown",
+  "html",
+  "rawHtml",
+  "screenshot",
+  "links",
+  "screenshot@fullPage"
+]

removedInput schema / properties / includeTags

Removed value: -{
-  "description": "HTML tags to specifically include in extraction",
-  "items": {
-    "type": "string"
-  },
-  "type": "array"
-}

removedInput schema / properties / location

Removed value: -{
-  "additionalProperties": false,
-  "description": "Location settings for scraping",
-  "properties": {
-    "country": {
-      "description": "Country code for geolocation",
-      "type": "string"
-    },
-    "languages": {
-      "description": "Language codes for content",
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    }
-  },
-  "type": "object"
-}

removedInput schema / properties / mobile

Removed value: -{
-  "description": "Use mobile viewport",
-  "type": "boolean"
-}

removedInput schema / properties / onlyMainContent

Removed value: -{
-  "description": "Extract only the main content, filtering out navigation, footers, etc.",
-  "type": "boolean"
-}

removedInput schema / properties / removeBase64Images

Removed value: -{
-  "description": "Remove base64 encoded images from output",
-  "type": "boolean"
-}

4 tool updatesv1.2.1May 6, 2026

Changedone_extract8 fields changed

addedInput schema / $schema

Added value: +"http://json-schema.org/draft-07/schema#"

addedInput schema / additionalProperties
```
Added value: +false
```

removedInput schema / properties / allowExternalLinks

Removed value: -{
-  "description": "Allow extraction from external links",
-  "type": "boolean"
-}

removedInput schema / properties / enableWebSearch

Removed value: -{
-  "description": "Enable web search for additional context",
-  "type": "boolean"
-}

removedInput schema / properties / includeSubdomains

Removed value: -{
-  "description": "Include subdomains in extraction",
-  "type": "boolean"
-}

removedInput schema / properties / prompt

Removed value: -{
-  "description": "Prompt for the LLM extraction",
-  "type": "string"
-}

removedInput schema / properties / schema

Removed value: -{
-  "description": "JSON schema for structured data extraction",
-  "type": "object"
-}

removedInput schema / properties / systemPrompt

Removed value: -{
-  "description": "System prompt for LLM extraction",
-  "type": "string"
-}

Changedone_map2 fields changed
- addedInput schema / $schema
```
Added value: +"http://json-schema.org/draft-07/schema#"
```
- addedInput schema / additionalProperties
```
Added value: +false
```

Changedone_scrape9 fields changed

addedInput schema / $schema

Added value: +"http://json-schema.org/draft-07/schema#"

addedInput schema / additionalProperties
```
Added value: +false
```

addedInput schema / properties / actions / items / anyOf

Added value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "milliseconds": {
+        "description": "Time to wait in milliseconds",
+        "type": "number"
+      },
+      "type": {
+        "const": "wait",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "milliseconds"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "selector": {
+        "description": "CSS selector for the target element",
+        "type": "string"
+      },
+      "type": {
+        "const": "click",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "selector"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "fullPage": {
+        "description": "Take full page screenshot",
+        "type": "boolean"
+      },
+      "type": {
+        "const": "screenshot",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "selector": {
+        "description": "CSS selector for the target element",
+        "type": "string"
+      },
+      "text": {
+        "description": "Text to write",
+        "type": "string"
+      },
+      "type": {
+        "const": "write",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "selector",
+      "text"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "key": {
+        "description": "Key to press",
+        "type": "string"
+      },
+      "type": {
+        "const": "press",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "key"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "direction": {
+        "description": "Scroll direction",
+        "enum": [
+          "up",
+          "down"
+        ],
+        "type": "string"
+      },
+      "type": {
+        "const": "scroll",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "direction"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "type": {
+        "const": "scrape",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "script": {
+        "description": "JavaScript code to execute",
+        "type": "string"
+      },
+      "type": {
+        "const": "executeJavascript",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "script"
+    ],
+    "type": "object"
+  }
+]

removedInput schema / properties / actions / items / properties

Removed value: -{
-  "direction": {
-    "description": "Scroll direction",
-    "enum": [
-      "up",
-      "down"
-    ],
-    "type": "string"
-  },
-  "fullPage": {
-    "description": "Take full page screenshot",
-    "type": "boolean"
-  },
-  "key": {
-    "description": "Key to press (for press action)",
-    "type": "string"
-  },
-  "milliseconds": {
-    "description": "Time to wait in milliseconds (for wait action)",
-    "type": "number"
-  },
-  "script": {
-    "description": "JavaScript code to execute",
-    "type": "string"
-  },
-  "selector": {
-    "description": "CSS selector for the target element",
-    "type": "string"
-  },
-  "text": {
-    "description": "Text to write (for write action)",
-    "type": "string"
-  },
-  "type": {
-    "description": "Type of action to perform",
-    "enum": [
-      "wait",
-      "click",
-      "screenshot",
-      "write",
-      "press",
-      "scroll",
-      "scrape",
-      "executeJavascript"
-    ],
-    "type": "string"
-  }
-}

removedInput schema / properties / actions / items / required
```
Removed value: -[
-  "type"
-]
```
removedInput schema / properties / actions / items / type
```
Removed value: -"object"
```
addedInput schema / properties / extract / additionalProperties
```
Added value: +false
```
addedInput schema / properties / extract / properties / schema / additionalProperties
```
Added value: +{}
```
addedInput schema / properties / location / additionalProperties
```
Added value: +false
```

Changedone_search2 fields changed
- addedInput schema / $schema
```
Added value: +"http://json-schema.org/draft-07/schema#"
```
- addedInput schema / additionalProperties
```
Added value: +false
```

4 tool updatesAug 15, 2025
- First observedone_extract
- First observedone_map
- First observedone_scrape
- First observedone_search

Deploy Server

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A3.7/5.0

Scored 2026-07-31 22:35 across 4 tools

Disambiguation4/5

Each tool has a distinct core function: search returns SERP results, extract preprocesses multiple URLs, scrape handles single-page advanced operations, and map discovers links. There is minor overlap between extract and scrape for fetching page content, but their descriptions make the intended use cases clear.

Naming Consistency5/5

All tool names follow the consistent pattern 'one_' prefix followed by a lowercase action verb (search, extract, scrape, map), with underscores between words. No mixed conventions or camelCase.

Tool Count5/5

Four tools is well within the ideal range for a focused search/scraping server. Each tool covers a distinct aspect of web research, making the set feel appropriately scoped without being bloated.

Completeness4/5

The tool set covers the primary workflows: searching, extracting content, single-page scraping with advanced options, and link discovery. Minor gaps exist, such as no dedicated batch scraping tool, but the combined functionality handles most common use cases.

Maintenance

ActivitySlowing

ResponsivenessWithin a week

Resources

Need Help?

Reddit Discussion

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🚀 OneSearch MCP Server: Поиск в Интернете, обход, парсинг и подготовка контента

Функции

Миграция с версии 1.1.0 и более ранних

Предварительные требования

Установка

Использование CLI Claude Code (рекомендуется)

Ручная установка

Использование Docker

Переменные окружения

Конфигурация поискового провайдера

Конфигурация для других MCP-клиентов

Claude Desktop

Cursor

Windsurf

Самохостинг SearXNG (опционально)

Устранение неполадок

Ошибка «Browser not found»

Лицензия

Available Tools

Tool Schema Changelog

Maintenance

Resources

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Appeared in Searches