SEO Inspector & Schema Validator MCP
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@SEO Inspector & Schema Validator MCPcheck this HTML file for SEO issues and validate the JSON-LD schema"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
// README.md - Instructions for setup and use
SEO Inspector & Schema Validator MCP
A Model Context Protocol (MCP) server for Cursor that analyzes web pages for SEO issues and validates structured data schemas.
Features
Analyze HTML files in a codebase for SEO issues
Validate JSON-LD structured data
Get recommendations to improve SEO
No browser extension required - works directly with your codebase
Related MCP server: Ubersuggest MCP Server
Installation
Clone this repository:
git clone https://github.com/yourusername/seo-inspector-mcp.git cd seo-inspector-mcpInstall dependencies:
npm installConfigure Cursor to use this MCP server:
Go to Settings > Features > MCP in Cursor
Add a new MCP server with:
Name: SEO Inspector
Type: sse
Usage
Start the MCP server:
./run-mcp.shIn Cursor, you can now use the SEO Inspector tools:
seo.analyze-codebase- Analyze HTML files in a directoryseo.analyze-html- Analyze a specific HTML string
Prioritized SEO Components
The tool checks for these key SEO elements (in order of importance):
Critical
Page Title
Meta Description
H1 Heading
Canonical URL
Important
Heading Structure (H2-H6)
Image Alt Text
Structured Data (JSON-LD)
Robots Directives
Recommended
Open Graph Tags
Twitter Cards
Internal Linking
URL Structure
Mobile Friendliness
Schema Validation
The tool validates the following schema types:
Organization
LocalBusiness
Product
Article
WebPage
FAQPage
Event
Recipe
Review
License
MIT
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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