io.github.sparrow84001/mcp-seo
SEO, AEO, GEO, Local SEO & CRO Growth Auditor + Safe Code Fixer.
What can you do with io.github.sparrow84001/mcp-seo?
- Framework Discovery: Automatic architecture detection for Laravel Blade (
@section,@push, components), Next.js App Router (MetadataAPI,sitemap.ts), Next.js Pages Router (next/head), Nuxt, Astro, Raw PHP, and static HTML. - 8-Dimension Scoring: Calculates 0-100 scores and letter grades (
A+toF) across Technical SEO, On-Page SEO, AEO, GEO, Local SEO, Content Quality, Conversion/CRO, and Core Web Vitals risks. - AEO & GEO Ready (2026 Search): Optimizes for Google AI Overviews, Perplexity, ChatGPT Search, and Claude; audits
llms.txtand validatessameAsentity reconciliation. - Local & Area SEO: Audits
LocalBusinessschema, NAP consistency, click-to-call phone links, and flags spammy doorway city page duplication. - Surgical Code Fixes & Rollback Safety: Generates unified diffs before applying any changes to files, followed by post-fix validation to prevent duplicate tags or broken schemas.
- Zero Hallucination Policy: Confirmed code evidence is strictly tagged as
confirmed, architectural patterns asinferred, and strategic ideas asrecommended.
Install
The installation steps are in the documentation below. Documentation
Documentation
From the project's README on GitHub, refreshed weekly. Links open on GitHub.
Contents
SEO, AEO, GEO & Digital Marketing Audit + Safe Fix MCP Server
An advanced, AI-powered Model Context Protocol (MCP) server that acts as a comprehensive Growth Auditor, Search & AI Engine Optimizer, and Framework-Aware Code Fixer.
Developed by: Sayanta Neogi (@sparrow84001) • 📧 sparrow8400@gmail.com
Repository: github.com/sparrow84001/mcp-seo • Version:1.0.5
Designed for seamless integration with Antigravity 2.0, GitHub Copilot, Claude Desktop, Cursor, and Windsurf. Built with TypeScript 7 and powered by Bun 1.4.
Key Capabilities
┌─────────────────────────────────────────────────────────┐
│ MCP-SEO AUDIT ENGINE │
└────────────────────────────┬────────────────────────────┘
│
┌──────────────────┬───────────────────────┼───────────────────────┬──────────────────┐
│ │ │ │ │
▼ ▼ ▼ ▼ ▼
┌──────────────┐ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐
│Technical SEO │ │ On-Page SEO │ │ AEO / GEO │ │ Local SEO │ │ Conversion │
│ Indexing │ │ Headings │ │ Direct Answer│ │ NAP & Maps │ │ CTAs & Forms │
│ Canonicals │ │ Title/Meta │ │ Knowledge G. │ │ City Pages │ │ Trust Signals│
│ Robots/Maps │ │ Social Cards│ │ llms.txt │ │ Local Schema │ │ Risk Reversal│
└──────────────┘ └──────────────┘ └──────────────┘ └──────────────┘ └──────────────┘
│
▼
┌─────────────────────────────────────────────────────────┐
│ SURGICAL CODE FIXER & VALIDATOR (DIFFS) │
│ Laravel Blade • Next.js (App/Pages) • PHP • HTML • Vue │
└─────────────────────────────────────────────────────────┘
- Framework Discovery: Automatic architecture detection for Laravel Blade (
@section,@push, components), Next.js App Router (MetadataAPI,sitemap.ts), Next.js Pages Router (next/head), Nuxt, Astro, Raw PHP, and static HTML. - 8-Dimension Scoring: Calculates 0-100 scores and letter grades (
A+toF) across Technical SEO, On-Page SEO, AEO, GEO, Local SEO, Content Quality, Conversion/CRO, and Core Web Vitals risks. - AEO & GEO Ready (2026 Search): Optimizes for Google AI Overviews, Perplexity, ChatGPT Search, and Claude; audits
llms.txtand validatessameAsentity reconciliation. - Local & Area SEO: Audits
LocalBusinessschema, NAP consistency, click-to-call phone links, and flags spammy doorway city page duplication. - Surgical Code Fixes & Rollback Safety: Generates unified diffs before applying any changes to files, followed by post-fix validation to prevent duplicate tags or broken schemas.
- Zero Hallucination Policy: Confirmed code evidence is strictly tagged as
confirmed, architectural patterns asinferred, and strategic ideas asrecommended.
🛠️ Complete MCP Tool Suite (21 Tools)
| Tool Name | Dimension | Description |
|---|---|---|
seo_discover_project | Architecture | Discovers website framework, detected routes, sitemaps, robots, llms.txt, and page inventory. |
seo_crawl_and_extract | Extraction | Crawls live URLs or reads local source files to extract SEO metadata, headings, schemas, and links. |
seo_audit_technical | Technical | Audits canonicals, robots.txt, XML sitemaps, noindex directives, viewport, charset, and status codes. |
seo_audit_onpage | On-Page | Audits titles, meta descriptions, single H1 enforcement, heading hierarchies, OpenGraph, and Twitter cards. |
seo_audit_aeo | AEO | Audits Google AI Overviews & Perplexity citations, question subheadings, and 40-60 word definition blocks. |
seo_audit_geo | GEO | Audits brand clarity, Schema.org Organization/Person entities, and sameAs knowledge graph links. |
seo_audit_local | Local SEO | Audits LocalBusiness JSON-LD, NAP consistency, map pack signals, and flags duplicated city landing pages. |
seo_audit_content | Content | Evaluates content quality, word count depth, search intent (informational, commercial, transactional), and reading ease. |
seo_audit_conversion | CRO | Audits high-contrast CTAs, form friction, social proof review badges, mobile floating action buttons, and risk reversal. |
seo_audit_performance | Performance | Audits Core Web Vitals risks: unoptimized image weights, missing width/height attributes, and heavy render-blocking scripts. |
seo_audit_schema | Structured Data | Validates Schema.org JSON-LD structured data coverage, schema types, and syntax correctness. |
seo_audit_internal_links | Internal Links | Audits internal linking graph, contextual links between blogs and services, and descriptive anchor text. |
seo_generate_full_audit | Full Audit | Generates an 8-dimension weighted scorecard, letter grades, P0-P3 prioritized action items, and 5-phase growth plan. |
seo_generate_marketing_strategy | Growth | Formulates a high-impact digital marketing strategy, CRO roadmap, and 30-60-90 day execution milestones. |
seo_suggest_related_ecosystem | Ecosystem | Discovers related market vertical, benchmark competitors, directory/backlink targets, and keyword topic clusters. |
seo_test_web_mcp | Web MCP | Tests live websites for Web MCP enablement (Streamable HTTP, SSE, DOM tools) and provides language blueprints. |
seo_audit_sitemap_multipage | Sitemap & Security | Crawls all sitemap registered URLs, evaluates robots permissions, audits HTTP security headers (HSTS, CSP), and aggregates site-wide scorecard. |
seo_audit_robots_and_sitemap | Robots & Security | Inspects robots.txt rules, sitemap index validity, and HTTP security headers. |
seo_generate_sitemap_and_robots | Generator | Generates production-ready sitemap.xml and robots.txt configuration files. |
seo_generate_code_fix | Safe Fixer | Generates surgical code fixes with unified diffs for Blade, Next.js, Astro, PHP, and HTML. |
seo_validate_code_fix | Validator | Validates modified source files against syntax errors, duplicate tags, and computes Before vs After score improvements. |
💻 Installation & Usage
1. Global Installation (via npm/bun)
bun add -g @sparrow84001/mcp-seo
# Or with npm:
npm install -g @sparrow84001/mcp-seo
2. Run via npx / bunx
npx @sparrow84001/mcp-seo
# Or with bun:
bunx @sparrow84001/mcp-seo
3. Precompiled Standalone Executable (Zero Dependencies)
Download mcp-seo.exe directly from the GitHub Releases page.
⚙️ Configuration
Antigravity 2.0 / Claude Desktop / Cursor (claude_desktop_config.json)
{
"mcpServers": {
"seo-growth-auditor": {
"command": "bunx",
"args": ["@sparrow84001/mcp-seo"]
}
}
}
Glama.ai Listing & Score
📄 License & Author
- License: MIT License • Copyright (c) 2026 Sayanta Neogi
- Author: Sayanta Neogi (@sparrow84001) • 📧 sparrow8400@gmail.com
Frequently asked questions
What is io.github.sparrow84001/mcp-seo?
SEO, AEO, GEO, Local SEO & CRO Growth Auditor + Safe Code Fixer.
How do I install io.github.sparrow84001/mcp-seo?
Follow the installation steps in its documentation, shown on this page and in its repository.
Is io.github.sparrow84001/mcp-seo open source?
Yes. Its code is on GitHub under the MIT license.
Who maintains io.github.sparrow84001/mcp-seo?
It is published by sparrow84001. AI.tn lists it but does not maintain or endorse it.
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