web-search-plus-mcp
🔍 web-search-plus-mcp
MCP-сервер для многопровайдерного веб-поиска и извлечения данных с интеллектуальной автоматической маршрутизацией.
web-search-plus-mcp — это автономный MCP-пакет Web Search Plus. Он предоставляет Claude Desktop, NanoBot, Cursor и другим MCP-совместимым хостам доступ к тому же семейству механизмов маршрутизации на Python, которое используется в инструментах Hermes/OpenClaw Web Search Plus.
✨ Функции
10 поисковых провайдеров — Serper, Brave, Tavily, Exa, Querit, Linkup, Firecrawl, Perplexity, You.com, SearXNG
5 провайдеров извлечения данных — Firecrawl, Linkup, Tavily, Exa, You.com
Интеллектуальная автоматическая маршрутизация — оценивает намерение запроса и автоматически выбирает провайдера
Отчеты о качестве — опциональная диагностика маршрутизации/результатов
Режим исследования — опциональный поиск через нескольких провайдеров + извлечение данных из лучших источников с ограничением по времени
Запуск без установки —
uvx web-search-plus-mcpMCP-native — stdio-сервер, предоставляющий
web_searchиweb_extract
Related MCP server: OneSearch MCP Server
🚀 Быстрый старт
# Run instantly with uvx
uvx web-search-plus-mcp
# Or install globally
pip install web-search-plus-mcp
web-search-plus-mcpДля поиска требуется как минимум один учетный ключ провайдера. Для извлечения данных необходим как минимум один ключ провайдера, поддерживающего эту функцию.
⚙️ Конфигурация Claude Desktop
Добавьте в ~/Library/Application Support/Claude/claude_desktop_config.json на macOS или %APPDATA%\Claude\claude_desktop_config.json на Windows:
{
"mcpServers": {
"web-search-plus": {
"command": "uvx",
"args": ["web-search-plus-mcp"],
"env": {
"LINKUP_API_KEY": "your_linkup_key",
"TAVILY_API_KEY": "your_tavily_key",
"EXA_API_KEY": "your_exa_key",
"FIRECRAWL_API_KEY": "your_firecrawl_key",
"BRAVE_API_KEY": "your_brave_key",
"SERPER_API_KEY": "your_serper_key",
"QUERIT_API_KEY": "your_querit_key",
"PERPLEXITY_API_KEY": "your_perplexity_key",
"YOU_API_KEY": "your_you_key",
"SEARXNG_INSTANCE_URL": "https://your-searxng-instance.example.com"
}
}
}
}Вы также можете разместить файл .env рядом с пакетом/проектом с теми же переменными.
🔎 Поисковые провайдеры
Serper — факты в стиле Google, новости, покупки, локальные запросы
Brave — независимый веб-индекс общего назначения
Tavily — исследования и анализ
Exa — семантический поиск, сходство, глубокий синтез/рассуждения
Querit — многоязычный ИИ-поиск в реальном времени
Linkup — обоснование/цитирование на основе источников
Firecrawl — веб-поиск плюс контент, готовый к парсингу
Perplexity — прямые синтезированные ответы
You.com — сниппеты в реальном времени, готовые для LLM
SearXNG — метапоиск с упором на конфиденциальность, размещаемый на своем сервере
📄 Провайдеры извлечения данных
Linkup — рекомендуемый первый выбор для чистого markdown и низкой стоимости
Firecrawl — надежный резервный вариант для парсинга, полезен для страниц с большим количеством JS или заблокированных страниц
Tavily — API для извлечения/контента
Exa — API для содержимого
You.com — сниппеты/контент, готовые для LLM, где это доступно
🛠 Справочник инструментов MCP
web_search
Параметры:
query— обязательный поисковый запросprovider—auto,serper,brave,tavily,exa,querit,linkup,firecrawl,perplexity,you,searxngcount— количество возвращаемых результатов, по умолчанию5, максимум20depth— глубина Exa:normal,deep,deep-reasoningtime_range—hour,day,week,month,yearinclude_domains/exclude_domains— списки разрешенных/запрещенных доменовmode—normalилиresearchquality_report— включить диагностику маршрутизации/результатовresearch_time_budget— бюджет времени (в реальном времени) для режима исследования
Пример аргументов MCP:
{
"query": "latest Hermes Agent release",
"provider": "linkup",
"count": 5,
"quality_report": true
}web_extract
Параметры:
urls— обязательный список URL-адресовprovider—auto,firecrawl,linkup,tavily,exa,youformat—markdownилиhtmlinclude_images— включить метаданные изображений, если поддерживаетсяinclude_raw_html— включить необработанный HTML, если поддерживаетсяrender_js— отрисовать JavaScript перед извлечением, если поддерживается
Пример аргументов MCP:
{
"urls": ["https://example.com"],
"provider": "linkup",
"format": "markdown"
}🧠 Примеры автоматической маршрутизации
iPhone 16 Pro price→ поиск в стиле покупок Serper/Bravehow does TCP/IP work→ поиск в стиле исследований Tavilylatest multilingual EV market updates→ поиск в реальном времени/на основе источников Querit/Linkupcompanies like Stripe→ поисковое обнаружение Exawhat is quantum computing→ поиск с прямыми ответами Perplexity/You.comprivacy focused search results→ SearXNG при настройке
Авторы
Построено на логике маршрутизации Web Search Plus, изначально разработанной для OpenClaw/Clawhub и позже портированной в Hermes как hermes-web-search-plus.
Лицензия
MIT © 2026 robbyczgw-cla
Available Tools
2 toolsweb_extractB
Source-only URL extraction through 9 Web Search Plus v3 providers. Responses preserve bounded-context limits, truncation warnings, evidence, and page-on-demand stored-content references.
| Name | Required | Description | Default |
|---|---|---|---|
| urls | Yes | URLs to extract | |
| spans | No | Select deterministic semantic spans from extracted text. | |
| format | No | markdown | |
| provider | No | auto | |
| render_js | No | ||
| spans_query | No | Optional query used to rank semantic spans. | |
| include_images | No | ||
| include_raw_html | No |
TDQS
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, and it does a solid job: it reveals that responses preserve bounded-context limits, include truncation warnings, retain evidence, and reference page-on-demand stored-content. These are genuinely useful behavioral traits an agent needs to anticipate before calling, going beyond a mere 'extracts pages' statement.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is tight at two sentences, front-loading the core purpose before the behavioral notes. No filler or redundant phrasing, though the second sentence is dense with jargon (bounded-context limits, page-on-demand stored-content) that could be simplified.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a tool with 8 parameters, no annotations, and no output schema, the description is too thin. It explains provider-source behavior but omits guidance on key options like rendering JavaScript, image/raw-HTML inclusion, or the semantic-span selection feature. An agent cannot infer how renders_js or include_raw_html affect output from this text.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is only 38% across 8 parameters, and eight parameters (spans, format, render_js, include_images, include_raw_html, spans_query, provider) receive no explanation in the description. The only link is the mention of '9 providers', which loosely maps to the provider enum, but the description does not compensate for the heavy schema gap.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states a specific verb+resource pair ('source-only URL extraction' from URLs) and names the 9 providers behind it. 'Source-only' clearly implies the tool works from given URLs rather than search terms, which helps distinguish it from its only sibling web_search, though it never names that sibling explicitly.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
'Source-only URL extraction' implies the tool is for extracting content from URLs you already have, and by contrast web_search would be for discovering URLs via queries. However, the description never explicitly states 'use this when you have URLs' or 'use web_search when you need to find pages', leaving the routing decision to inference.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
web_searchC
Source-only web search through the Web Search Plus v3 runtime. Routes across configured source-result providers and returns additive v3 evidence, routing receipts, provider attempts, cache provenance, and typed errors.
| Name | Required | Description | Default |
|---|---|---|---|
| mode | No | normal fast path or opt-in research mode. | normal |
| count | No | Number of results | |
| depth | No | Exa depth: normal, deep multi-source search, or deep-reasoning. | normal |
| query | Yes | Search query | |
| country | No | ISO 3166-1 alpha-2 country override (e.g. at, fr). | |
| language | No | ISO 639-1 language override (e.g. de), or auto via config defaults. | |
| no_cache | No | Bypass the search cache and fetch live results. Use for recency queries when a cached hit would be stale. | |
| provider | No | Force a specific provider, or use auto-routing. | auto |
| cache_ttl | No | Search-cache TTL in seconds. Default is 3600 if omitted. | |
| freshness | No | Unified recency filter alias for providers that support freshness. | |
| time_range | No | Recency filter. | |
| search_type | No | Search vertical. Serper and TinyFish serve news natively; other providers report unsupported metadata. | search |
| quality_report | No | Attach routing/result diagnostics. | |
| exclude_domains | No | Exclude these domains. | |
| include_domains | No | Restrict to these domains. | |
| research_time_budget | No | Best-effort budget for research mode. |
TDQS
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 reveal non-obvious behavior such as routing across providers, returning cache provenance, and emitting typed errors. However, it does not explain how results are structured, how caching affects behavior, or what side effects or limitations exist.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single sentence and front-loaded with 'web search', but it is dense with undefined jargon such as 'additive v3 evidence' and 'routing receipts'. It is concise in length but not in clarity, and the value of several phrases is questionable.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a 16-parameter tool with no annotations and no output schema, the description is far too thin. It does not explain the shape of returned evidence, the meaning of 'source-only', how provider routing works in practice, or when to set key options like mode, depth, or provider. An agent would need to rely entirely on the schema.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
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 even though the description itself adds no parameter-level meaning. The description's mentions of routing and cache provenance thematically relate to parameters like provider and no_cache, but it does not enrich the parameter semantics beyond the schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description names a specific verb and resource ('web search') and differentiates it from the sibling web_extract by emphasizing search rather than extraction. However, 'source-only' and 'Web Search Plus v3 runtime' are jargon that obscure rather than clarify the core function.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus web_extract or any alternative. The description implies a search use case but does not state when it is appropriate, when it is not, or what conditions would route an agent to a sibling tool.
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 tool update
v4.3.1- Changed
web_search2 fields changed- added
Input schema / properties / cache_ttlAdded value: +{ + "description": "Search-cache TTL in seconds. Default is 3600 if omitted.", + "maximum": 86400, + "minimum": 1, + "type": "integer" +} - added
Input schema / properties / no_cacheAdded value: +{ + "default": false, + "description": "Bypass the search cache and fetch live results. Use for recency queries when a cached hit would be stale.", + "type": "boolean" +}
2 tool updates
v4.0.2- Changed
web_extract1 field changed- changed
Input schema / properties / provider / enumPrevious value: -[ - "auto", - "tavily", - "exa", - "linkup", - "parallel", - "firecrawl", - "you", - "keenable", - "serper", - "hound" -]New value: +[ + "auto", + "tavily", + "exa", + "linkup", + "parallel", + "firecrawl", + "you", + "keenable", + "serper", + "donsetch" +]
- Changed
web_search1 field changed- changed
Input schema / properties / provider / enumPrevious value: -[ - "auto", - "serper", - "serpbase", - "brave", - "tavily", - "querit", - "linkup", - "exa", - "firecrawl", - "parallel", - "you", - "searxng", - "keenable", - "hound", - "octen", - "tinyfish" -]New value: +[ + "auto", + "serper", + "serpbase", + "brave", + "tavily", + "querit", + "linkup", + "exa", + "firecrawl", + "parallel", + "you", + "searxng", + "keenable", + "donsetch", + "octen", + "tinyfish" +]
1 tool update
v3.6.0- Changed
web_search2 fields changed- changed
Input schema / properties / provider / enumPrevious value: -[ - "auto", - "serper", - "serpbase", - "brave", - "tavily", - "querit", - "linkup", - "exa", - "firecrawl", - "parallel", - "you", - "searxng", - "keenable", - "hound", - "octen" -]New value: +[ + "auto", + "serper", + "serpbase", + "brave", + "tavily", + "querit", + "linkup", + "exa", + "firecrawl", + "parallel", + "you", + "searxng", + "keenable", + "hound", + "octen", + "tinyfish" +] - changed
Input schema / properties / search_type / descriptionPrevious value: -"Search vertical. Serper serves news natively; other providers report unsupported metadata."New value: +"Search vertical. Serper and TinyFish serve news natively; other providers report unsupported metadata."
2 tool updates
v3.3.1- Changed
web_extract3 fields changed- changed
Input schema / properties / provider / enumPrevious value: -[ - "auto", - "tavily", - "exa", - "linkup", - "parallel", - "firecrawl", - "you", - "keenable", - "serper" -]New value: +[ + "auto", + "tavily", + "exa", + "linkup", + "parallel", + "firecrawl", + "you", + "keenable", + "serper", + "hound" +] - added
Input schema / properties / spansAdded value: +{ + "default": false, + "description": "Select deterministic semantic spans from extracted text.", + "type": "boolean" +} - added
Input schema / properties / spans_queryAdded value: +{ + "description": "Optional query used to rank semantic spans.", + "type": "string" +}
- Changed
web_search1 field changed- changed
Input schema / properties / provider / enumPrevious value: -[ - "auto", - "serper", - "serpbase", - "brave", - "tavily", - "querit", - "linkup", - "exa", - "firecrawl", - "parallel", - "you", - "searxng", - "keenable" -]New value: +[ + "auto", + "serper", + "serpbase", + "brave", + "tavily", + "querit", + "linkup", + "exa", + "firecrawl", + "parallel", + "you", + "searxng", + "keenable", + "hound", + "octen" +]
1 tool update
- Changed
web_search2 fields changed- changed
Input schema / properties / depth / descriptionPrevious value: -"Exa depth: normal, deep synthesis, or deep-reasoning."New value: +"Exa depth: normal, deep multi-source search, or deep-reasoning." - changed
Input schema / properties / provider / enumPrevious value: -[ - "auto", - "serper", - "serpbase", - "brave", - "tavily", - "querit", - "linkup", - "exa", - "firecrawl", - "parallel", - "perplexity", - "kilo-perplexity", - "you", - "searxng", - "keenable" -]New value: +[ + "auto", + "serper", + "serpbase", + "brave", + "tavily", + "querit", + "linkup", + "exa", + "firecrawl", + "parallel", + "you", + "searxng", + "keenable" +]
2 tool updates
v0.16.0- Changed
web_extract1 field changed- changed
Input schema / properties / provider / enumPrevious value: -[ - "auto", - "tavily", - "exa", - "linkup", - "parallel", - "firecrawl", - "you", - "keenable" -]New value: +[ + "auto", + "tavily", + "exa", + "linkup", + "parallel", + "firecrawl", + "you", + "keenable", + "serper" +]
- Changed
web_search4 fields changed- added
Input schema / properties / countryAdded value: +{ + "description": "ISO 3166-1 alpha-2 country override (e.g. at, fr).", + "type": "string" +} - added
Input schema / properties / freshnessAdded value: +{ + "description": "Unified recency filter alias for providers that support freshness.", + "enum": [ + "day", + "week", + "month", + "year" + ], + "type": "string" +} - added
Input schema / properties / languageAdded value: +{ + "description": "ISO 639-1 language override (e.g. de), or auto via config defaults.", + "type": "string" +} - added
Input schema / properties / search_typeAdded value: +{ + "default": "search", + "description": "Search vertical. Serper serves news natively; other providers report unsupported metadata.", + "enum": [ + "search", + "news" + ], + "type": "string" +}
2 tool updates
v0.13.0- Changed
web_extract1 field changed- changed
Input schema / properties / provider / enumPrevious value: -[ - "auto", - "tavily", - "exa", - "linkup", - "parallel", - "firecrawl", - "you" -]New value: +[ + "auto", + "tavily", + "exa", + "linkup", + "parallel", + "firecrawl", + "you", + "keenable" +]
- Changed
web_search1 field changed- changed
Input schema / properties / provider / enumPrevious value: -[ - "auto", - "serper", - "serpbase", - "brave", - "tavily", - "querit", - "linkup", - "exa", - "firecrawl", - "parallel", - "perplexity", - "kilo-perplexity", - "you", - "searxng" -]New value: +[ + "auto", + "serper", + "serpbase", + "brave", + "tavily", + "querit", + "linkup", + "exa", + "firecrawl", + "parallel", + "perplexity", + "kilo-perplexity", + "you", + "searxng", + "keenable" +]
1 tool update
v0.12.0- Changed
web_search1 field changed- changed
Input schema / properties / provider / enumPrevious value: -[ - "auto", - "serper", - "brave", - "tavily", - "exa", - "linkup", - "firecrawl", - "parallel", - "perplexity", - "kilo-perplexity", - "you", - "searxng", - "serpbase", - "querit" -]New value: +[ + "auto", + "serper", + "serpbase", + "brave", + "tavily", + "querit", + "linkup", + "exa", + "firecrawl", + "parallel", + "perplexity", + "kilo-perplexity", + "you", + "searxng" +]
2 tool updates
v0.9.0- Changed
web_extract1 field changed- changed
Input schema / properties / provider / enumPrevious value: -[ - "auto", - "tavily", - "exa", - "linkup", - "firecrawl", - "you" -]New value: +[ + "auto", + "tavily", + "exa", + "linkup", + "parallel", + "firecrawl", + "you" +]
- Changed
web_search1 field changed- changed
Input schema / properties / provider / enumPrevious value: -[ - "auto", - "serper", - "brave", - "tavily", - "exa", - "linkup", - "firecrawl", - "perplexity", - "kilo-perplexity", - "you", - "searxng", - "serpbase", - "querit" -]New value: +[ + "auto", + "serper", + "brave", + "tavily", + "exa", + "linkup", + "firecrawl", + "parallel", + "perplexity", + "kilo-perplexity", + "you", + "searxng", + "serpbase", + "querit" +]
2 tool updates
v0.8.0- Added
web_extract - Added
web_search
2 tool updates
v0.7.0- Removed
web_extract - Removed
web_search
1 tool update
v0.5.1- Changed
web_search1 field changed- changed
Input schema / properties / provider / enumPrevious value: -[ - "auto", - "serper", - "brave", - "tavily", - "exa", - "querit", - "linkup", - "firecrawl", - "perplexity", - "you", - "searxng" -]New value: +[ + "auto", + "serper", + "brave", + "tavily", + "exa", + "querit", + "linkup", + "firecrawl", + "perplexity", + "kilo-perplexity", + "you", + "searxng" +]
TDQS
Scored across 2 tools
The two tools, web_search and web_extract, have clearly distinct purposes: one performs searches, the other extracts content from a given URL. No overlap or ambiguity exists.
Both tools follow a consistent 'web_' prefix followed by a verb: search and extract. This is a clear and predictable pattern.
With only 2 tools, the server is on the thin side. While the two tools cover the core search+extract workflow, most servers for this domain offer a few more (e.g., search options, deep links, or cached pages). It's borderline but acceptable for a minimal implementation.
For a web search and extraction service, these two operations—searching and extracting—form a complete core lifecycle. There are no missing essential operations for the stated purpose.
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