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website-audit

website-audit

Website Audit MCP

一个 MCP 服务器,可审计任何公开网站,并用通俗易懂的语言报告是什么在让网站所有者流失客户。

让您的助手审计一个网站,您将收到一份带评分的报告:

audit therecoveryoasis.com
Website audit: https://www.therecoveryoasis.com/
Score: 50/100 — 4 things on this page are costing you customers.

Speed — 0%
  ✗ The HTML alone is 920 KB
      Before a single image or script, the page document itself is this big.
  ✗ One image on this page is 3.2 MB
      Oversized images are the most common reason a site feels slow on a phone.

Getting in touch — 0%
  ✗ Nobody can tap to call you
      There's no tap-to-call link on this page. On a phone, every extra step
      between someone and your number costs you calls.

How the writing reads — 58%
  ! The writing leans generic
      A few stock marketing phrases showed up: holistic approach, transformative.

安装

需要 Node 18 或更高版本。

Claude Code

claude mcp add website-audit -- npx -y github:rolledoatmeals/website-audit-mcp

Claude Desktop、Cursor 或任何其他支持 MCP 的工具 — 将其添加到配置文件中:

{
  "mcpServers": {
    "website-audit": {
      "command": "npx",
      "args": ["-y", "github:rolledoatmeals/website-audit-mcp"]
    }
  }
}

或者克隆它并在本地运行

git clone https://github.com/rolledoatmeals/website-audit-mcp
cd website-audit-mcp && npm install
claude mcp add website-audit -- node "$(pwd)/index.js"

然后询问:"audit example.com"。

Related MCP server: ai-visibility-scanner

它检查什么

六个类别,每个类别都有权重,这样单个薄弱环节不会拖垮整体得分。

类别

检查内容

速度

HTML 大小、包括脚本和样式表在内的总下载量、超大图片、压缩、服务器响应时间

手机端体验

视口、页面在 JavaScript 运行前是否为空白、缺少替代文本

被找到

标题和描述质量、H1、结构化数据、Open Graph 标签、站点地图

联系渠道

点击拨号、联系表单、电子邮件地址、可读的街道地址、HTTPS

文案可读性

常见的 AI 营销词汇、破折号密度、"不仅是 X 更是 Y" 句式、感叹号滥用、遗留的占位文本

外观是否过时

<center> 和 <font> 标签、表格布局、Flash 残留、老旧的 jQuery、Bootstrap 3、现代图片格式、懒加载

它还能检测网站所基于的平台,通过匹配资源 URL 而非页面文案,因此仅提及平台名称的网站不会被误判。

关于准确性的说明

JavaScript 渲染的页面会被检测并标记。 单页应用提供的是几乎为空的 HTML 文档,否则它会因体积小而获得高分。检测到这种情况时,工具会如实说明,并跳过无法诚实回答的检查项,而不是报出一个好看的数字。

体积是实测的,不是猜的。 HTML、脚本、样式表和图片都会被实际抓取以读取其真实大小。

一次只审计一个页面。 它审计的是您提供的 URL,而不是整个网站。

安全性

服务器会抓取您指定的 URL,因此它会拒绝任何可能访问私有网络的内容:

  • 仅支持 HTTP 和 HTTPS,仅限 80 和 443 端口

  • DNS 解析后,私有、回环、链路本地和保留地址段会被拒绝

  • 每次重定向跳转都会重新验证,因此公开 URL 无法重定向到私有地址

  • 响应体有大小上限,所有请求都会超时

作者

Zachary Shepelsky — AI 运营与自动化,佛罗里达州坦帕。

同一引擎以网页工具的形式运行于 zacharyshep.com/audit。

MIT 许可。

Available Tools

1 tool
audit_websiteAudit a websiteA

Audit any public website and report what is costing its owner customers. Checks page speed and weight, whether it works on a phone, whether search engines can read it, whether a visitor can actually get in touch, whether the copy reads like AI wrote it, and whether the build looks dated. Returns a 0-100 score with findings grouped by category.

NameRequiredDescriptionDefault
urlYesThe website address to audit, for example "example.com" or "https://example.com".

TDQS

A3.9/5.0
Behavior3/5

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 does disclose the output format (0-100 score, findings grouped by category) and the nature of the analysis. However, it never explicitly states that the tool makes network requests to the target site, whether it is read-only, or how it handles failures like downtime, password-protected pages, or non-existent domains. These are meaningful gaps for an audit tool that fetches remote content.

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 longer than a headline but every clause earns its place: the purpose is stated first, followed by a compact list of the checks, then the scoring output. The enumerations are comma-separated and easy to parse quickly. It is dense but not padded, and the key output information is front-loaded.

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

Completeness4/5

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

Since there is no output schema, the description correctly takes on the job of explaining return values, and it does — a 0-100 score with findings grouped by category. For a single-parameter, non-nested tool, the description covers the checks, output, and scope. It only misses edge-case behavior (unreachable sites, slow audits), which is minor given the tool's simplicity.

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

Parameters3/5

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

Schema description coverage is 100%, and the single url parameter is already well documented in the schema with examples and format ('example.com' or 'https://example.com'). The description reinforces that the target must be a public website, which is a minor addition. Per the baseline for full schema coverage, 3 is appropriate — the schema does the heavy lifting for the sole parameter.

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 verb (audit) plus a well-defined resource (any public website) and a clear outcome (report what is costing its owner customers). It goes further by enumerating the concrete checks performed — page speed, mobile-friendliness, SEO readability, contactability, AI-sounding copy, and dated-looking build — and the 0-100 scoring output. This is specific enough for an agent to know exactly what the tool does and what it returns.

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?

There are no sibling tools to differentiate from, so the absence of explicit exclusions is acceptable. The description clearly scopes when to use it — any public website — and the enumerated checks imply the use case: understanding conversion/revenue problems from an owner's perspective. It lacks an explicit 'use this when…' statement, but for an isolated tool the context is clear and complete enough.

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 updatev1.0.0
    • First observedaudit_website

TDQS

A4/5.0

Scored across 1 tool

Disambiguation5/5

With only one tool, there is no possibility of confusion or overlap. The tool's purpose is clearly defined and distinct.

Naming Consistency5/5

The single tool name 'audit_website' follows a clear verb_noun convention and is immediately understandable.

Tool Count3/5

A single tool feels thin for a server claiming to audit multiple aspects of a website. However, the tool bundles all checks into one comprehensive call, so it may be acceptable for a focused utility.

Completeness4/5

The tool covers a wide range of audit dimensions (speed, mobile, SEO, contact, AI copy, design) and returns a score with categorized findings. Minor gaps exist, such as no way to drill into individual metrics or get historical data, but the core audit lifecycle is complete.

Maintenance

ActivityMaintained
ResponsivenessNo recent community issues

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