Official description7 sourcesMCP servers8d ago
sparrow84001/mcp-seo
SEO, AEO, GEO, local SEO and CRO auditor w
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Config template (adjust for your client)
claude mcp add mcp-seo -- npx -y mcp-seo
A pasteable skeleton generated from the repository name. Check the project README for the exact package and arguments.
- Star count
- 0 ★ · sparrow84001/mcp-seo · read from the GitHub search API · (checked 2026-10-16 20:00:20)
- Source
- collected from the punkpeye/awesome-mcp-servers list · type: MCP server
- Harvest history
- first seen 2026-10-09 · last seen 2026-10-16 · seen 32× · listed by 7 sources
- Score
- score 703 · 7 sources · mcp
FAQ (answers come from our records)
How do I install it?
We did not find an install command for this repository (our install coverage is only about 4%). Check its README or releases page.
Who is it for?
We filed it under these tags: MCP 服务. The tags come from the entry itself, not a taxonomy we imposed.
Who maintains it?
repository
sparrow84001/mcp-seo；first catalogued 2026-10-09；last seen 2026-10-16。There is no official certification or quality rating here — we record sources and dates only.Third-party quality signals
SEO, AEO, GEO & Digital Marketing Audit + Safe Fix MCP Server
以下摘录自该仓库的 README（片段） · 在 GitHub 读完整 README →
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
* **Framework Discovery:** Automatic architecture detection for Laravel Blade (@section, @push, components), Next.js App Router (Metadata API, 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+ to F) 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.txt and validates sameAs entity reconciliation.
* **Local & Area SEO:** Audits LocalBusiness schema, 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 as inferred, and strategic ideas as recommended.
---
🛠️ 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. |
> **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
* **Framework Discovery:** Automatic architecture detection for Laravel Blade (@section, @push, components), Next.js App Router (Metadata API, 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+ to F) 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.txt and validates sameAs entity reconciliation.
* **Local & Area SEO:** Audits LocalBusiness schema, 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 as inferred, and strategic ideas as recommended.
---
🛠️ 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. |
- Source
- awesome · https://github.com/sparrow84001/mcp-seo
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