Mcp Seo

io.github.sparrow84001由 GitHub 帳號 sparrow84001 發布v1.0.5更新於 Nov 3, 2026

SEO, AEO, GEO, Local SEO & CRO Growth Auditor + Safe Code Fixer.

已驗證STDIO僅桌面網頁搜尋與抓取開發者工具

概覽

AI 產生的概覽

本機 MCP 伺服器，用來稽核網站的 SEO、AEO、GEO、在地 SEO 與轉換率，並以差異補丁形式提出安全的程式碼修正。

可以做什麼
  • 探索專案使用的框架、路由、網站地圖、robots.txt 與頁面清單
  • 抓取線上網址或讀取本機原始檔，擷取中繼資料、標題、結構化資料與連結
  • 執行技術 SEO、頁面 SEO、AEO、GEO、在地 SEO、內容、轉換、效能、結構化資料與內部連結稽核
  • 產出八個面向的評分卡、等級、依優先順序排列的行動項目，以及成長或行銷計畫
  • 產生 sitemap.xml 與 robots.txt，並檢測網站的 Web MCP 支援情況
  • 為 Blade、Next.js、Astro、PHP 與 HTML 產生並驗證以差異補丁形式呈現的程式碼修正
適用情境
適合想讓助理檢查網站或程式碼庫在搜尋引擎與 AI 引擎中的能見度、在地商家資訊與轉換問題，並取得具體修正方案而非泛泛建議的情況。適用於使用 Laravel、Next.js、Nuxt、Astro、PHP 或靜態 HTML 的開發者與行銷人員。
執行需求
以本機 stdio 程序在使用者電腦上執行，僅支援桌面端。透過 npm 或 bun 全域安裝，以 npx 或 bunx 啟動，或使用預先編譯的獨立執行檔。未宣告需要帳號、API 金鑰或環境變數。抓取線上網址需要網路連線。
安裝前請注意
修正功能可能修改原始檔，接受變更前應檢視統一差異補丁並執行驗證步驟。抓取線上網站會向第三方網址送出請求。稽核評分與建議採啟發式規則，應由人工複核。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Mcp Seo，將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only，透過 STDIO。 STDIO 服務會啟動本機處理程序，因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

SEO, AEO, GEO & Digital Marketing Audit + Safe Fix MCP Server

[CI & PR Validation] [Version] [TypeScript] [Bun] [License] [Author] [Glama Score] [M8ven Live Monitored]

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) • 📧 [email protected]
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 (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 NameDimensionDescription
seo_discover_projectArchitectureDiscovers website framework, detected routes, sitemaps, robots, llms.txt, and page inventory.
seo_crawl_and_extractExtractionCrawls live URLs or reads local source files to extract SEO metadata, headings, schemas, and links.
seo_audit_technicalTechnicalAudits canonicals, robots.txt, XML sitemaps, noindex directives, viewport, charset, and status codes.
seo_audit_onpageOn-PageAudits titles, meta descriptions, single H1 enforcement, heading hierarchies, OpenGraph, and Twitter cards.
seo_audit_aeoAEOAudits Google AI Overviews & Perplexity citations, question subheadings, and 40-60 word definition blocks.
seo_audit_geoGEOAudits brand clarity, Schema.org Organization/Person entities, and sameAs knowledge graph links.
seo_audit_localLocal SEOAudits LocalBusiness JSON-LD, NAP consistency, map pack signals, and flags duplicated city landing pages.
seo_audit_contentContentEvaluates content quality, word count depth, search intent (informational, commercial, transactional), and reading ease.
seo_audit_conversionCROAudits high-contrast CTAs, form friction, social proof review badges, mobile floating action buttons, and risk reversal.
seo_audit_performancePerformanceAudits Core Web Vitals risks: unoptimized image weights, missing width/height attributes, and heavy render-blocking scripts.
seo_audit_schemaStructured DataValidates Schema.org JSON-LD structured data coverage, schema types, and syntax correctness.
seo_audit_internal_linksInternal LinksAudits internal linking graph, contextual links between blogs and services, and descriptive anchor text.
seo_generate_full_auditFull AuditGenerates an 8-dimension weighted scorecard, letter grades, P0-P3 prioritized action items, and 5-phase growth plan.
seo_generate_marketing_strategyGrowthFormulates a high-impact digital marketing strategy, CRO roadmap, and 30-60-90 day execution milestones.
seo_suggest_related_ecosystemEcosystemDiscovers related market vertical, benchmark competitors, directory/backlink targets, and keyword topic clusters.
seo_test_web_mcpWeb MCPTests live websites for Web MCP enablement (Streamable HTTP, SSE, DOM tools) and provides language blueprints.
seo_audit_sitemap_multipageSitemap & SecurityCrawls all sitemap registered URLs, evaluates robots permissions, audits HTTP security headers (HSTS, CSP), and aggregates site-wide scorecard.
seo_audit_robots_and_sitemapRobots & SecurityInspects robots.txt rules, sitemap index validity, and HTTP security headers.
seo_generate_sitemap_and_robotsGeneratorGenerates production-ready sitemap.xml and robots.txt configuration files.
seo_generate_code_fixSafe FixerGenerates surgical code fixes with unified diffs for Blade, Next.js, Astro, PHP, and HTML.
seo_validate_code_fixValidatorValidates modified source files against syntax errors, duplicate tags, and computes Before vs After score improvements.

💻 Installation & Usage

1. Global Installation (via npm/bun)

bash
bun add -g @sparrow84001/mcp-seo# Or with npm:npm install -g @sparrow84001/mcp-seo

2. Run via npx / bunx

bash
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)

json
{  "mcpServers": {    "seo-growth-auditor": {      "command": "bunx",      "args": ["@sparrow84001/mcp-seo"]    }  }}

Glama.ai Listing & Score

[Glama Card]

📄 License & Author

來源：README.md，提交 a170c6b

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包，因此其工具未知。

版本歷史

1
  1. v1.0.5最新Sep 16, 2026

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