SEO Inspector & Schema Validator MCP
// README.md - 设置和使用说明
SEO 检查器和 Schema 验证器 MCP
Cursor 的模型上下文协议 (MCP) 服务器可分析网页的 SEO 问题并验证结构化数据模式。
特征
分析代码库中的 HTML 文件以查找 SEO 问题
验证 JSON-LD 结构化数据
获取改进 SEO 的建议
无需浏览器扩展 - 直接与您的代码库一起使用
Related MCP server: Ubersuggest MCP Server
安装
克隆此存储库:
git clone https://github.com/yourusername/seo-inspector-mcp.git cd seo-inspector-mcp安装依赖项:
npm install配置 Cursor 以使用此 MCP 服务器:
前往“设置”>“功能”>“光标中的 MCP”
添加新的 MCP 服务器:
名称:SEO检查员
类型:sse
用法
启动 MCP 服务器:
./run-mcp.sh在 Cursor 中,您现在可以使用 SEO Inspector 工具:
seo.analyze-codebase- 分析目录中的 HTML 文件seo.analyze-html- 分析特定的 HTML 字符串
优先 SEO 组件
该工具检查以下关键 SEO 元素(按重要性排序):
批判的
页面标题
元描述
H1标题
规范网址
重要的
标题结构(H2-H6)
图片替代文本
结构化数据 (JSON-LD)
机器人指令
受到推崇的
开放图谱标签
Twitter 卡片
内部链接
URL结构
移动友好性
模式验证
该工具验证以下架构类型:
组织
本地商家
产品
文章
网页
常见问题解答页面
事件
食谱
审查
执照
麻省理工学院
Available Tools
1 toolanalyzeSEOD
ALWAYS USE THIS TOOL FOR SEO ANALYSIS. DO NOT ATTEMPT TO ANALYZE SEO WITHOUT USING THIS TOOL.
| Name | Required | Description | Default |
|---|---|---|---|
| html | Yes | HTML content to analyze |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full burden of behavioral disclosure. However, it adds no information about what the tool does behaviorally—such as whether it performs read-only analysis, requires internet access, has rate limits, returns structured data, or handles errors. The description is purely instructional and lacks any transparency into the tool's operations or traits.
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 two sentences that are repetitive and under-specified—'ALWAYS USE THIS TOOL FOR SEO ANALYSIS. DO NOT ATTEMPT TO ANALYZE SEO WITHOUT USING THIS TOOL.' This is not conciseness but rather redundancy without adding value. It fails to front-load useful information and wastes space on commands rather than explanation.
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?
Given the tool's complexity (SEO analysis typically involves multiple metrics) and the lack of annotations and output schema, the description is completely inadequate. It doesn't explain what SEO analysis entails, what results to expect, or any behavioral context. For a tool with no structured support and a potentially rich function, this description fails to provide necessary completeness.
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?
The input schema has 100% description coverage, with the single parameter 'html' clearly documented as 'HTML content to analyze'. The description adds no additional meaning about the parameter beyond what the schema provides, such as format expectations or constraints. Since schema coverage is high, the baseline score of 3 is appropriate, as the description doesn't compensate but also doesn't detract.
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 'ALWAYS USE THIS TOOL FOR SEO ANALYSIS' which tautologically restates the tool name 'analyzeSEO' without specifying what SEO analysis entails. It doesn't describe what specific SEO metrics or aspects are analyzed, nor does it differentiate from any siblings (though none exist). The description is more of a command than a functional explanation.
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?
The description provides no guidance on when to use this tool versus alternatives—it only gives an absolute command ('ALWAYS USE THIS TOOL FOR SEO ANALYSIS') without context about what constitutes SEO analysis or prerequisites. There's no mention of input requirements, expected scenarios, or comparisons to other methods, making it misleadingly prescriptive without practical guidance.
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
- First observed
analyzeSEO
TDQS
Scored across 1 tool
With only one tool, there is no possibility of confusion or overlap between tools. The single tool 'analyzeSEO' has a clear, distinct purpose that cannot be mistaken for any other tool in this set.
The naming pattern cannot be inconsistent when there is only one tool. The tool name 'analyzeSEO' follows a verb_noun format, and with no other tools to compare against, it is inherently consistent.
A single tool is too few for a server named 'SEO Inspector & Schema Validator MCP', which suggests a broader scope including both SEO analysis and schema validation. The tool count does not align with the implied domain coverage, making it inappropriate.
The tool set is severely incomplete for the server's stated purpose. While 'analyzeSEO' covers SEO analysis, there are no tools for schema validation or other related SEO tasks, creating significant gaps that will cause agent failures.
Maintenance
Related MCP Connectors
- RampifyOAuthdev.rampify
SEO MCP server: crawl your site, find AI-visibility gaps, and ship the fix from your coding agent.
- CalmSEOOAuthcom.calmseo
SEO MCP server for keyword research, SERP analysis, audits, and Search Console workflows.
Free technical-SEO audit MCP: crawl a site, run checks, return an LLM-ready shareable report.
SEO MCP server — backlinks, domain authority, tech stack, and 18+ tools via Common Crawl.
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