官方说明7 个来源MCP 服务8 天前
sparrow84001/mcp-seo
SEO, AEO, GEO, local SEO and CRO auditor w
在 GitHub 查看 ↗直链 · 无中转页
配置模板（请按你的客户端调整）
claude mcp add mcp-seo -- npx -y mcp-seo
这是根据仓库名生成的可粘贴骨架，命令行参数与包名请以该项目 README 为准。
- ★ 数取值
- 0 ★ · sparrow84001/mcp-seo · 取自 GitHub 搜索 API · （2026-10-16 20:00:20 核对）
- 来源明细
- 收录自 punkpeye/awesome-mcp-servers 榜单（我们从中收集的条目之一） · 条目类型：MCP 服务
- 收录与活跃
- 收录于 2026-10-09 · 最近见到 2026-10-16 · 共见到 32 次 · 被 7 个来源列出
- 评分构成
- 综合分 703 · 7 个来源 · mcp
常见问题（答案都来自我们的记录）
怎么安装？
我们【没有】从该仓库取到安装命令（我们的 install 覆盖率只有约 4%）。请看它的 README 或 releases 页。
它适合谁 / 用来做什么？
我们把它归在这些标签下: MCP 服务。标签来自条目自身，不是我们强加的分类。
谁维护它、还在更新吗？
仓库
sparrow84001/mcp-seo；我们收录于 2026-10-09；最近见到 2026-10-16。这里没有"官方认证"或"质量评级"——我们只记录来源与时间。第三方质量标记
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. |
- 来源
- awesome · https://github.com/sparrow84001/mcp-seo
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