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  1. Home
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  3. MCP Seo Audit
  4. vs Llmscout
Side-by-Side Model Context Protocol Comparison

MCP Seo Audit vs Llmscout

In-depth architectural comparison of the MCP Seo Audit and Llmscout MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

MCP Seo Audit
Marketing · Local stdio
Quality: 57/100 (Good) | Auth: No auth required
Llmscout
Marketing · Local stdio
Quality: 43/100 (Fair) | Auth: No auth required
Verdict Summary: Choose MCP Seo Audit if you need specialized Marketing tools running via a local process. Choose Llmscout if your workspace requires Marketing integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

MCP Seo Audit logo

Choose MCP Seo Audit when:

  • You need dedicated capabilities in the Marketing domain.
  • You prefer local stdio subprocess transport architecture.
  • Your security boundary fits: No auth required (Free / Open Source).
  • You have access to required keys: DETAILWEB_API_BASE, DETAILWEB_API_KEY, DETAILWEB_TIMEOUT, DETAILWEB_LANG.
  • Primary tools included: audit_site, audit_diff, list_checks.
Explore MCP Seo Audit Details
Llmscout logo

Choose Llmscout when:

  • You need dedicated capabilities in the Marketing domain.
  • You prefer local stdio subprocess transport architecture.
  • Your security boundary fits: No auth required (Free / Open Source).
  • Primary tools included: 21 checks across technical SEO and GEO categories, PASS, WARN, and FAIL verdicts, Human-readable and JSON output.

Feature & Specification Comparison

Specification
MCP Seo Audit logo
MCP Seo Audit
atomno-mcp
Marketing
Llmscout logo
Llmscout
Marketing
SummaryTechnical SEO audit powered by the detail.web engine. auditsite(url) returns a 0-100 health score, issues across 8 categories, and a GEO (Generative Engine Optimization) sub-score for visibility in AI search (ChatGPT, Perplexity, Google AI Overviews). Plus validators for robots.txt, sitemap.xml, JSON-LD, and meta tags. Install: pipx install atomno-mcp-seo-audit.Zero-config SEO and GEO checker: 21 technical-SEO and generative-engine checks for a live site.
Category & Scope

Tools & Capabilities Breakdown

MCP Seo Audit Tools (8)

audit_site
Прогнать технический SEO-аудит сайта — реальными измерениями, не догадкой. Делает настоящие HTTP-запросы и проверяет факты, которые языковая модель не может узнать «из головы»: срок SSL-сертификата, security-заголовки (HSTS, защита от clickjacking), redirect-chain, robots.txt/sitemap.xml, микроразметку, доступ ИИ-краулеров. Возвращает ДЕТЕРМИНИРОВАННЫЙ health-score (0-100, выше = лучше) — тот же сайт даёт то же число, — буквенную оценку, список проблем по категориям и (на PRO+) GEO-суб-балл. Без ключа или на Free/PRO — free-результат. Используй, чтобы получить твёрдые факты, а затем объясни их пользователю.
audit_diff
Сравнить сайт с прошлой проверкой: что улучшилось, что деградировало. Прогоняет свежий аудит и сопоставляет с предыдущим сохранённым снимком того же URL: дельта health/score и какие именно проверки стали хуже/лучше. Это то, чего разовый вопрос к LLM не умеет — отслеживание сайта во времени. Первый вызов сохраняет базовую точку (сравнивать ещё не с чем). Stateful-функция PRO+: нужен ключ PRO+ в DETAILWEB_API_KEY — иначе available=false.
list_checks
Список всех проверок движка с разбивкой free/PRO по категориям. Помогает понять, что в бесплатном результате, а что открывается ключом PRO+, и какие категории покрывает движок (security, SEO, GEO, E-E-A-T и т.д.).

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

MCP Seo Audit Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "atomno-mcp-mcp-seo-audit": {
      "command": "uvx",
      "args": [
        "atomno-mcp-seo-audit"
      ],
      "env": {
        "DETAILWEB_API_BASE": "YOUR_DETAILWEB_API_BASE_HERE",
        "DETAILWEB_API_KEY": "YOUR_DETAILWEB_API_KEY_HERE",
        "DETAILWEB_TIMEOUT": "YOUR_DETAILWEB_TIMEOUT_HERE",
        "DETAILWEB_LANG": "YOUR_DETAILWEB_LANG_HERE"
      }
    }
  }
}
Llmscout Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "llmscout": {
      "command": "uvx",
      "args": [
        "--from",
        "llmscout-cli",
        "llmscout-mcp"
      ]
    }
  }
}

Frequently Asked Questions

MCP Seo Audit is categorized under Marketing and uses a local stdio subprocess. In contrast, Llmscout belongs to Marketing using local stdio subprocess. Select MCP Seo Audit when you need capabilities focused on marketing and Llmscout when you require tools for marketing.

More alternatives to MCP Seo AuditMore alternatives to LlmscoutMarketing category hub

Related MCP Server Comparisons

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Popular comparisons with Llmscout

Explore Llmscout Details
Marketing
Marketing
Quality signal57/100 (Good)43/100 (Fair)
Transport ProtocolLocal Subprocess (stdio)Local Subprocess (stdio)
Auth RequirementNo auth requiredNo auth required
Pricing ModelFree / Open SourceFree / Open Source
Required Env Vars
DETAILWEB_API_BASEDETAILWEB_API_KEYDETAILWEB_TIMEOUTDETAILWEB_LANG
None required
Compatible Clients
Claude DesktopCursorWindsurfClineVS Code
Claude DesktopCursorWindsurfClineVS Code
Install path signaluvx · highuvx · high
Engagement & Health 2 views 0 copies 0 upvotes 1 stars 0 views 0 copies 0 upvotes 0 stars
Verified / OfficialCommunity ListingCommunity Listing
Open full listingView MCP Seo Audit ListingView Llmscout Listing
explain_issue
Подробно объяснить одну проверку: почему она важна и как её исправить. Принимает check_id из результата audit_site/list_checks. Заголовок и категория локализуются; развёрнутые советы пока на русском (поле advice_lang это сообщает). Для неизвестного id — found=false.
validate_robots
Проверить содержимое robots.txt: синтаксис, sitemap-директива, блокировка CSS/JS от рендер-ботов и явные запреты ИИ-краулеров (GPTBot, ClaudeBot и т.д.). Передайте текст файла — фетч не выполняется, проверка локальная на бэкенде.
check_sitemap
Скачать и разобрать sitemap по URL: формат (urlset/index), число URL и частые проблемы (404, не-XML, http-ссылки, отсутствие lastmod, превышение лимита 50 000). Фетч защищён от SSRF на стороне сервера.
build_jsonld
Сгенерировать готовый блок JSON-LD schema.org из переданных полей. Не выдумывает данные — кладёт только то, что передали, и подсказывает, каких обязательных/рекомендованных полей не хватает. Возвращает готовый <script>.
build_meta
Сгенерировать <head>-мета-теги (title, description, canonical, Open Graph, Twitter Card) и проверить длины title (50–60) и description (120–160). Возвращает готовый блок тегов.

Llmscout Tools (6)

21 checks across technical SEO and GEO categories
PASS, WARN, and FAIL verdicts
Human-readable and JSON output
Node/TypeScript and Python distributions
No headless browser requirement
Nonzero exit codes for failed checks and configuration errors
Maxaeo AI Visibility MCP logo
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