Stobo SEO & AEO Audit

Registre officiel Archivé Marketing et ventes

AI-powered SEO and AEO audit for websites

Installation

Ajoutez ceci à la configuration MCP de votre client (Claude Desktop : claude_desktop_config.json ; Cursor : .cursor/mcp.json ; VS Code et les autres utilisent la même forme « mcpServers »).

PYPI package stobo-mcp

Claude Code

claude mcp add stobo-seo-aeo-audit -e 'STOBO_API_KEY=<your stobo_api_key>' -e 'STOBO_BASE_URL=<STOBO_BASE_URL>' -- uvx stobo-mcp==0.4.3

Configuration JSON (Claude Desktop, Cursor, VS Code)

{
    "mcpServers": {
        "stobo-seo-aeo-audit": {
            "command": "uvx",
            "args": [
                "stobo-mcp==0.4.3"
            ],
            "env": {
                "STOBO_API_KEY": "<your stobo_api_key>",
                "STOBO_BASE_URL": "<STOBO_BASE_URL>"
            }
        }
    }
}

Variables d'environnement

STOBO_API_KEY secret API key from trystobo.com (optional — free tools work without it)
STOBO_BASE_URL API base URL (default: https://api.trystobo.com)

Documentation

Tirée du README du projet sur GitHub, actualisée chaque semaine. Les liens ouvrent GitHub.

Sommaire

Stobo MCP Server
Why not just use web_fetch?
What happens after an audit
Tools
Routing
Install
Setup
Upgrades
What's new in v0.5.0
License

Stobo MCP Server

⚠️ Retired (May 2026). The Stobo SEO/AEO audit service has been shut down and its API is no longer available. This MCP server no longer performs audits — it exposes a single stobo_status tool that reports the retirement and nothing else. Published versions remain installable for archival purposes only. Thank you to everyone who used it.

Audit any site for SEO, AEO, and E-E-A-T from Claude Desktop. Get a structured fix brief your developer can drop straight into Claude Code, Cursor, or VS Code and start shipping.

You: stobo this site: example.com

Claude: I just received a complete audit for example.com. SEO, AEO, EEAT,
per-page breakdowns, 30+ checks with scores and details.

Want me to generate a fix brief you can download and drop into
Claude Code, Cursor, or hand off to your developer?

Why not just use web_fetch?

Fetching every page manually costs ~386,000 tokens across 16+ calls. It still misses Core Web Vitals, TTFB, and Flesch-Kincaid. Those metrics require server-side computation. Stobo runs everything in one call.

	Manual (web_fetch)	Stobo MCP
`audit_site`	71,000 tk · 6 fetches	20,000 tk · 1 call
`audit_freshness`	60,000 tk · 20 fetches	3,000 tk · 1 call
`generate_llms_txt`	35,000 tk · 6 fetches	3,000 tk · 1 call
`extract_tone`	35,000 tk · 10 fetches	5,000 tk · 1 call
Full suite	264,500 tk · 56 fetches	47,000 tk · 9 calls

82% fewer tokens. And you get metrics Claude cannot compute from raw HTML alone.

What happens after an audit

Claude receives 30+ scored checks across SEO, AEO, and E-E-A-T. It then offers a fix brief: structured markdown with every failing check, prioritized by impact, with specific fix instructions. Paste it into Claude Code, Cursor, or VS Code and start shipping.

Claude also offers generators for quick wins. Failing robots.txt? Claude generates one. Same for llms.txt, sitemap, and freshness code. The audit-to-fix loop runs in a single conversation.

Tools

Free — no API key required

Say to Claude	What it does	Tool
"Stobo this site: example.com"	30 SEO + 7 AEO checks + E-E-A-T + blog detection across your whole site	`audit_site`
"Audit this article: example.com/blog/post"	7 SEO + 14 AEO checks on a single article	`audit_article`
"Generate a fix brief"	Structured markdown fix brief from a completed audit. Numbered tasks, priority order, fix instructions. IDE-ready.	`generate_fix_brief`
"Check freshness across example.com/sitemap.xml"	Scan your sitemap for datePublished and dateModified coverage	`audit_freshness`
"Generate a robots.txt for example.com"	AI-crawler-friendly robots.txt. All 21 major bots covered.	`generate_robots_txt`
"Generate a sitemap for example.com"	BFS-crawl up to 200 URLs and return a sitemap.xml	`generate_sitemap`
"Generate freshness code for example.com/blog/post"	JSON-LD snippet with datePublished and dateModified	`generate_freshness_code`
"Check connection"	Diagnostic ping. Also tells you if a newer MCP version is available.	`check_connection`

Premium — coming soon

Say to Claude	What it does	Tool
"Generate llms.txt for example.com"	Crawl your site and return a spec-compliant llms.txt	`generate_llms_txt`
"Extract brand voice from example.com/blog"	Analyze up to 10 articles and create a persistent voice profile	`extract_tone`
"Rewrite this article: example.com/blog/post"	Audit + tone match + full rewrite in one pipeline	`rewrite_article`
"Audit the UX of example.com"	50+ UX checks across accessibility, forms, typography, and navigation	`audit_ux`
"How many credits do I have?"	Credit balance and usage breakdown	`get_credits`

Routing

Domain or homepage → audit_site
Blog post or article URL → audit_article
After any audit → Claude offers generate_fix_brief automatically

Install

pip install stobo-mcp

No install with uvx:

uvx stobo-mcp

Setup

Add to your Claude Desktop config.

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "stobo": {
      "command": "stobo-mcp",
      "env": {
        "STOBO_API_KEY": "your-api-key",
        "STOBO_BASE_URL": "https://api.trystobo.com"
      }
    }
  }
}

STOBO_API_KEY is optional. Every audit and fix brief tool works without one. API key support for premium tools is coming soon.

Full setup guide at docs.trystobo.com.

Upgrades

pip install --upgrade stobo-mcp

Run check_connection. Claude tells you if a newer version is available.

What's new in v0.5.0

generate_fix_brief: structured fix brief from any completed audit. Free, instant, no LLM.
Claude now offers a fix brief automatically after every audit_site or audit_article run.
check_connection reports when a newer version is available.
Version strings are now consistent across server, client, and package.

License

MIT

Questions fréquentes

Qu'est-ce que Stobo SEO & AEO Audit ?

AI-powered SEO and AEO audit for websites

Comment installer Stobo SEO & AEO Audit ?

Il s'exécute sur votre machine. Dans Claude Code : claude mcp add stobo-seo-aeo-audit -e 'STOBO_API_KEY=<your stobo_api_key>' -e 'STOBO_BASE_URL=<STOBO_BASE_URL>' -- uvx stobo-mcp==0.4.3. Pour les autres clients, collez la configuration JSON de cette page dans leurs réglages MCP.

Faut-il une clé API pour Stobo SEO & AEO Audit ?

Oui. Il attend STOBO_API_KEY, à renseigner dans sa configuration.

Stobo SEO & AEO Audit est-il open source ?

Oui. Son code est sur GitHub sous licence MIT.

Qui maintient Stobo SEO & AEO Audit ?

Il est publié par stobo-app. AI.tn le référence sans le maintenir ni le recommander.

Issu du registre MCP officiel. Être listé n'est pas une recommandation : vérifiez le code et les permissions d'un serveur avant de lui donner accès à vos données.

Détails du serveur

Référencé dans: Registre MCP officiel
Éditeur: stobo-app
Catégorie: Marketing et ventes
Exécution: Local
Étoiles GitHub: ★ 8
Licence: MIT
Langage: Python
Dernier commit: 26 mai 2026
Tickets ouverts: 0
Version: 0.4.3
Publié le: 25 févr. 2026

io.github.stobo-app/seo-audit

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Marketing et ventes