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web-search-plus-mcp

🔍 web-search-plus-mcp

PyPI version Python 3.10+ MCP License: MIT Glama

지능형 자동 라우팅 기능을 갖춘 다중 제공업체 웹 검색 및 추출 MCP 서버.

web-search-plus-mcp는 Web Search Plus를 독립형 MCP로 패키징한 것입니다. Claude Desktop, NanoBot, Cursor 및 기타 MCP 호환 호스트가 Hermes/OpenClaw Web Search Plus 도구에서 사용하는 것과 동일한 Python 라우팅 엔진 제품군에 액세스할 수 있도록 합니다.

✨ 주요 기능

  • 10개의 검색 제공업체 — Serper, Brave, Tavily, Exa, Querit, Linkup, Firecrawl, Perplexity, You.com, SearXNG

  • 5개의 추출 제공업체 — Firecrawl, Linkup, Tavily, Exa, You.com

  • 지능형 자동 라우팅 — 쿼리 의도를 점수화하여 자동으로 제공업체 선택

  • 품질 보고서 — 선택적 라우팅/결과 진단

  • 연구 모드 — 시간 제한을 두고 다중 제공업체 검색 + 상위 소스 추출을 선택적으로 수행

  • 설치 없는 실행 — uvx web-search-plus-mcp

  • MCP 네이티브 — web_search 및 web_extract를 노출하는 stdio 서버

Related MCP server: OneSearch MCP Server

🚀 빠른 시작

# Run instantly with uvx
uvx web-search-plus-mcp

# Or install globally
pip install web-search-plus-mcp
web-search-plus-mcp

검색을 위해서는 최소 하나의 제공업체 자격 증명이 필요합니다. 추출을 위해서는 추출이 가능한 최소 하나의 제공업체 키가 필요합니다.

⚙️ Claude Desktop 구성

macOS의 경우 ~/Library/Application Support/Claude/claude_desktop_config.json에, Windows의 경우 %APPDATA%\Claude\claude_desktop_config.json에 추가하세요:

{
  "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"
      }
    }
  }
}

패키지/프로젝트 옆에 동일한 변수가 포함된 .env 파일을 배치할 수도 있습니다.

🔎 검색 제공업체

  • Serper — Google 스타일의 사실, 뉴스, 쇼핑, 지역 쿼리

  • Brave — 범용 독립 웹 인덱스

  • Tavily — 연구 및 분석

  • Exa — 의미론적 발견, 유사성, 심층/심층 추론 합성

  • Querit — 다국어, 실시간 AI 검색

  • Linkup — 소스 기반 근거/인용

  • Firecrawl — 웹 검색 및 스크랩 준비 콘텐츠

  • Perplexity — 직접적인 합성 답변

  • You.com — LLM 준비 실시간 스니펫

  • SearXNG — 개인정보 보호 우선 자체 호스팅 메타 검색

📄 추출 제공업체

  • Linkup — 깔끔한 마크다운과 저렴한 비용으로 첫 번째로 권장되는 선택

  • Firecrawl — 강력한 스크랩 대체 수단, JS가 많거나 차단된 페이지에 유용

  • Tavily — 추출/콘텐츠 API

  • Exa — 콘텐츠 API

  • You.com — 사용 가능한 경우 LLM 준비 스니펫/콘텐츠

🛠 MCP 도구 참조

매개변수:

  • query — 필수 검색 쿼리

  • provider — auto, serper, brave, tavily, exa, querit, linkup, firecrawl, perplexity, you, searxng

  • count — 반환할 결과 수, 기본값 5, 최대 20

  • depth — Exa 깊이: normal, deep, deep-reasoning

  • time_range — hour, day, week, month, year

  • include_domains / exclude_domains — 도메인 허용/차단 목록

  • mode — normal 또는 research

  • quality_report — 라우팅/결과 진단 포함

  • research_time_budget — 연구 모드를 위한 최선의 시간 제한(벽시계 시간)

예시 MCP 인수:

{
  "query": "latest Hermes Agent release",
  "provider": "linkup",
  "count": 5,
  "quality_report": true
}

web_extract

매개변수:

  • urls — 필수 URL 목록

  • provider — auto, firecrawl, linkup, tavily, exa, you

  • format — markdown 또는 html

  • include_images — 지원되는 경우 이미지 메타데이터 포함

  • include_raw_html — 지원되는 경우 원시 HTML 포함

  • render_js — 지원되는 경우 추출 전 JavaScript 렌더링

예시 MCP 인수:

{
  "urls": ["https://example.com"],
  "provider": "linkup",
  "format": "markdown"
}

🧠 자동 라우팅 예시

  • iPhone 16 Pro price → Serper/Brave 쇼핑 스타일 검색

  • how does TCP/IP work → Tavily 연구 스타일 검색

  • latest multilingual EV market updates → Querit/Linkup 실시간/소스 기반 검색

  • companies like Stripe → Exa 발견 검색

  • what is quantum computing → Perplexity/You.com 직접 답변 스타일 검색

  • privacy focused search results → 구성된 경우 SearXNG

크레딧

원래 OpenClaw/Clawhub용으로 개발되고 나중에 hermes-web-search-plus로 Hermes에 포팅된 Web Search Plus 라우팅 로직을 기반으로 구축되었습니다.

라이선스

MIT © 2026 robbyczgw-cla

Available Tools

2 tools
web_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.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlsYesURLs to extract
spansNoSelect deterministic semantic spans from extracted text.
formatNomarkdown
providerNoauto
render_jsNo
spans_queryNoOptional query used to rank semantic spans.
include_imagesNo
include_raw_htmlNo

TDQS

B3.3/5.0
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, 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.

Conciseness4/5

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.

Completeness2/5

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.

Parameters2/5

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.

Purpose4/5

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.

Usage Guidelines3/5

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.

Tool Schema Changelog

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

  1. 1 tool updatev4.3.1
    • Changedweb_search2 fields changed
      • addedInput schema / properties / cache_ttl
        Added value: +{
        +  "description": "Search-cache TTL in seconds. Default is 3600 if omitted.",
        +  "maximum": 86400,
        +  "minimum": 1,
        +  "type": "integer"
        +}
      • addedInput schema / properties / no_cache
        Added 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. 2 tool updatesv4.0.2
    • Changedweb_extract1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "tavily",
        -  "exa",
        -  "linkup",
        -  "parallel",
        -  "firecrawl",
        -  "you",
        -  "keenable",
        -  "serper",
        -  "hound"
        -]New value: +[
        +  "auto",
        +  "tavily",
        +  "exa",
        +  "linkup",
        +  "parallel",
        +  "firecrawl",
        +  "you",
        +  "keenable",
        +  "serper",
        +  "donsetch"
        +]
    • Changedweb_search1 field changed
      • changedInput schema / properties / provider / enum
        Previous 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"
        +]
  3. 1 tool updatev3.6.0
    • Changedweb_search2 fields changed
      • changedInput schema / properties / provider / enum
        Previous 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"
        +]
      • changedInput schema / properties / search_type / description
        Previous 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."
  4. 2 tool updatesv3.3.1
    • Changedweb_extract3 fields changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "tavily",
        -  "exa",
        -  "linkup",
        -  "parallel",
        -  "firecrawl",
        -  "you",
        -  "keenable",
        -  "serper"
        -]New value: +[
        +  "auto",
        +  "tavily",
        +  "exa",
        +  "linkup",
        +  "parallel",
        +  "firecrawl",
        +  "you",
        +  "keenable",
        +  "serper",
        +  "hound"
        +]
      • addedInput schema / properties / spans
        Added value: +{
        +  "default": false,
        +  "description": "Select deterministic semantic spans from extracted text.",
        +  "type": "boolean"
        +}
      • addedInput schema / properties / spans_query
        Added value: +{
        +  "description": "Optional query used to rank semantic spans.",
        +  "type": "string"
        +}
    • Changedweb_search1 field changed
      • changedInput schema / properties / provider / enum
        Previous 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"
        +]
  5. 1 tool update
    • Changedweb_search2 fields changed
      • changedInput schema / properties / depth / description
        Previous value: -"Exa depth: normal, deep synthesis, or deep-reasoning."New value: +"Exa depth: normal, deep multi-source search, or deep-reasoning."
      • changedInput schema / properties / provider / enum
        Previous 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"
        +]
  6. 2 tool updatesv0.16.0
    • Changedweb_extract1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "tavily",
        -  "exa",
        -  "linkup",
        -  "parallel",
        -  "firecrawl",
        -  "you",
        -  "keenable"
        -]New value: +[
        +  "auto",
        +  "tavily",
        +  "exa",
        +  "linkup",
        +  "parallel",
        +  "firecrawl",
        +  "you",
        +  "keenable",
        +  "serper"
        +]
    • Changedweb_search4 fields changed
      • addedInput schema / properties / country
        Added value: +{
        +  "description": "ISO 3166-1 alpha-2 country override (e.g. at, fr).",
        +  "type": "string"
        +}
      • addedInput schema / properties / freshness
        Added value: +{
        +  "description": "Unified recency filter alias for providers that support freshness.",
        +  "enum": [
        +    "day",
        +    "week",
        +    "month",
        +    "year"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / language
        Added value: +{
        +  "description": "ISO 639-1 language override (e.g. de), or auto via config defaults.",
        +  "type": "string"
        +}
      • addedInput schema / properties / search_type
        Added value: +{
        +  "default": "search",
        +  "description": "Search vertical. Serper serves news natively; other providers report unsupported metadata.",
        +  "enum": [
        +    "search",
        +    "news"
        +  ],
        +  "type": "string"
        +}
  7. 2 tool updatesv0.13.0
    • Changedweb_extract1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "tavily",
        -  "exa",
        -  "linkup",
        -  "parallel",
        -  "firecrawl",
        -  "you"
        -]New value: +[
        +  "auto",
        +  "tavily",
        +  "exa",
        +  "linkup",
        +  "parallel",
        +  "firecrawl",
        +  "you",
        +  "keenable"
        +]
    • Changedweb_search1 field changed
      • changedInput schema / properties / provider / enum
        Previous 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"
        +]
  8. 1 tool updatev0.12.0
    • Changedweb_search1 field changed
      • changedInput schema / properties / provider / enum
        Previous 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"
        +]
  9. 2 tool updatesv0.9.0
    • Changedweb_extract1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "tavily",
        -  "exa",
        -  "linkup",
        -  "firecrawl",
        -  "you"
        -]New value: +[
        +  "auto",
        +  "tavily",
        +  "exa",
        +  "linkup",
        +  "parallel",
        +  "firecrawl",
        +  "you"
        +]
    • Changedweb_search1 field changed
      • changedInput schema / properties / provider / enum
        Previous 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"
        +]
  10. 2 tool updatesv0.8.0
    • Addedweb_extract
    • Addedweb_search
  11. 2 tool updatesv0.7.0
    • Removedweb_extract
    • Removedweb_search
  12. 1 tool updatev0.5.1
    • Changedweb_search1 field changed
      • changedInput schema / properties / provider / enum
        Previous 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

B3.4/5.0

Scored across 2 tools

Disambiguation5/5

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.

Naming Consistency5/5

Both tools follow a consistent 'web_' prefix followed by a verb: search and extract. This is a clear and predictable pattern.

Tool Count3/5

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.

Completeness5/5

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.

Maintenance

ActivityNo data
ResponsivenessUnresponsive

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