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web-search-plus-mcp

🔍 web-search-plus-mcp

PyPI version Python 3.10+ MCP License: MIT Glama

具备智能自动路由功能的多提供商网络搜索与提取 MCP 服务器。

web-search-plus-mcp 是 Web Search Plus 的独立 MCP 打包版本。它为 Claude Desktop、NanoBot、Cursor 以及其他兼容 MCP 的主机提供了与 Hermes/OpenClaw Web Search Plus 工具系列相同的 Python 路由引擎访问权限。

✨ 功能特性

  • 10 个搜索提供商 — Serper, Brave, Tavily, Exa, Querit, Linkup, Firecrawl, Perplexity, You.com, SearXNG

  • 5 个提取提供商 — Firecrawl, Linkup, Tavily, Exa, You.com

  • 智能自动路由 — 对查询意图进行评分并自动选择提供商

  • 质量报告 — 可选的路由/结果诊断

  • 研究模式 — 可选的多提供商搜索 + 顶级来源提取,并带有时间预算

  • 零安装运行 — uvx web-search-plus-mcp

  • MCP 原生 — 提供 web_search 和 web_extract 的 stdio 服务器

Related MCP server: OneSearch MCP Server

🚀 快速开始

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

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

搜索至少需要一个提供商凭据。提取至少需要一个具备提取能力的提供商密钥。

⚙️ Claude Desktop 配置

在 macOS 上添加到 ~/Library/Application Support/Claude/claude_desktop_config.json,或在 Windows 上添加到 %APPDATA%\Claude\claude_desktop_config.json:

{
  "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"
      }
    }
  }
}

你也可以在包/项目旁边放置一个 .env 文件,并使用相同的变量。

🔎 搜索提供商

  • Serper — Google 风格的事实、新闻、购物、本地查询

  • Brave — 通用独立网络索引

  • Tavily — 研究与分析

  • Exa — 语义发现、相似性、深度/深度推理综合

  • Querit — 多语言、实时 AI 搜索

  • Linkup — 基于来源的溯源/引用

  • Firecrawl — 网络搜索加可抓取内容

  • Perplexity — 直接综合答案

  • You.com — 适配 LLM 的实时片段

  • SearXNG — 隐私优先的自托管元搜索

📄 提取提供商

  • Linkup — 推荐首选,提供整洁的 Markdown 且成本低廉

  • Firecrawl — 强大的抓取备选方案,适用于 JS 密集型/被屏蔽的页面

  • Tavily — 提取/内容 API

  • Exa — 内容 API

  • You.com — 在可用时提供适配 LLM 的片段/内容

🛠 MCP 工具参考

参数:

  • query — 必填,搜索查询

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

  • count — 返回结果数量,默认 5,最大 20

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

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

  • include_domains / exclude_domains — 域名允许/拒绝列表

  • mode — normal 或 research

  • quality_report — 包含路由/结果诊断

  • research_time_budget — 研究模式下尽力而为的挂钟时间预算

MCP 参数示例:

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

web_extract

参数:

  • urls — 必填,URL 列表

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

  • format — markdown 或 html

  • include_images — 在支持时包含图像元数据

  • include_raw_html — 在支持时包含原始 HTML

  • render_js — 在支持时在提取前渲染 JavaScript

MCP 参数示例:

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

🧠 自动路由示例

  • iPhone 16 Pro price → Serper/Brave 购物风格搜索

  • how does TCP/IP work → Tavily 研究风格搜索

  • latest multilingual EV market updates → Querit/Linkup 实时/基于来源的搜索

  • companies like Stripe → Exa 发现搜索

  • what is quantum computing → Perplexity/You.com 直接回答风格搜索

  • privacy focused search results → 配置后的 SearXNG

致谢

基于最初为 OpenClaw/Clawhub 开发并随后移植到 Hermes 作为 hermes-web-search-plus 的 Web Search Plus 路由逻辑构建。

许可证

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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