Stobo SEO & AEO Audit

搜索与获取

by stobo-app

AI-powered SEO and AEO audit for websites

什么是 Stobo SEO & AEO Audit

AI-powered SEO and AEO audit for websites

README

<!-- mcp-name: io.github.stobo-app/seo-audit --> <!-- docs: https://docs.trystobo.com -->

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.

code
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_site71,000 tk · 6 fetches20,000 tk · 1 call
audit_freshness60,000 tk · 20 fetches3,000 tk · 1 call
generate_llms_txt35,000 tk · 6 fetches3,000 tk · 1 call
extract_tone35,000 tk · 10 fetches5,000 tk · 1 call
Full suite264,500 tk · 56 fetches47,000 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 ClaudeWhat it doesTool
"Stobo this site: example.com"30 SEO + 7 AEO checks + E-E-A-T + blog detection across your whole siteaudit_site
"Audit this article: example.com/blog/post"7 SEO + 14 AEO checks on a single articleaudit_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 coverageaudit_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.xmlgenerate_sitemap
"Generate freshness code for example.com/blog/post"JSON-LD snippet with datePublished and dateModifiedgenerate_freshness_code
"Check connection"Diagnostic ping. Also tells you if a newer MCP version is available.check_connection

Premium — coming soon

Say to ClaudeWhat it doesTool
"Generate llms.txt for example.com"Crawl your site and return a spec-compliant llms.txtgenerate_llms_txt
"Extract brand voice from example.com/blog"Analyze up to 10 articles and create a persistent voice profileextract_tone
"Rewrite this article: example.com/blog/post"Audit + tone match + full rewrite in one pipelinerewrite_article
"Audit the UX of example.com"50+ UX checks across accessibility, forms, typography, and navigationaudit_ux
"How many credits do I have?"Credit balance and usage breakdownget_credits

Routing

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

Install

bash
pip install stobo-mcp

No install with uvx:

bash
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

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

bash
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

常见问题

Stobo SEO & AEO Audit 是什么?

AI-powered SEO and AEO audit for websites

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