stobo-mcp 0.4.3

MCP server for Stobo — AI-powered SEO/AEO content optimization

Stobo MCP Server

MCP server for Stobo — AI-powered SEO/AEO content optimization. Use Stobo's audit, tone extraction, llms.txt generation, and optimization tools directly from Claude Desktop.

Install

pip install stobo-mcp

Setup

Add to your Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json):

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

Available Tools (19)

Site & Article Audits

Tool	Auth	Description
audit_site	Free	Main entry point. Full site audit: 30 SEO + 7 AEO checks + blog detection + sitemap discovery
audit_article	Free	Article-level SEO + AEO audit (for specific blog posts)
audit_seo	Free	SEO-only audit on a single page
audit_aeo	Free	AEO-only audit on a single page
get_audit	Key	Fetch audit results by ID
list_audits	Key	List recent audits

Brand Voice & Optimization

Tool	Auth	Description
extract_tone	Paid	Extract brand voice profile from a blog (500 credits)
get_tone	Key	Get a stored tone profile
list_tone_profiles	Key	List all tone profiles
delete_tone	Key	Delete a stored tone profile
optimize	Paid	Start full optimization pipeline: audit + tone + rewrite (1,000 credits)
get_job	Key	Check optimization job status
get_job_preview	Key	Get before/after preview of a completed optimization
list_jobs	Key	List optimization jobs

Content & Reports

Tool	Auth	Description
generate_llms_txt	Paid	Generate a llms.txt file for AI discoverability (500 credits)
freshness_audit	Free	Audit sitemap for content freshness (dateModified schema)
get_freshness	Key	Get a previously completed freshness audit
export_report	Paid	Generate a markdown report (200 credits)
get_export	Key	Get a cached export report

Account

Tool	Auth	Description
get_credits	Key	Check credit usage, balance, and breakdown

Routing Rules

• Default: Use audit_site for any domain, homepage, or generic "audit this" request
• Only use audit_article when the URL is clearly a specific blog post (contains /blog/, /post/, /article/)

Examples:

• "audit phantombuster.com" -> audit_site
• "audit https://example.com" -> audit_site
• "check https://example.com/blog/my-post" -> audit_article

Usage in Claude Desktop

Just ask Claude:

• "Audit https://example.com" (uses audit_site)
• "Deep-dive https://example.com/blog/my-post" (uses audit_article)
• "Extract the brand voice from https://example.com/blog"
• "Generate a llms.txt for https://example.com"
• "Optimize https://example.com/blog/my-article"
• "How many credits do I have left?"

What's New in 0.2.0

• audit_site — full website audit with combined score, SEO categories, AEO checklist, blog detection, sitemap discovery
• generate_llms_txt — create spec-compliant llms.txt files
• delete_tone — delete stored brand voice profiles
• get_job_preview / list_jobs — optimization job management
• get_freshness / get_export — retrieve cached results
• get_credits — check credit usage and balance
• Improved tool descriptions with routing rules and formatting guidance

Why MCP instead of web_fetch?

Without Stobo, auditing a site means fetching every page with web_fetch, pasting raw HTML into context, and asking Claude to parse it. A single audit_site run would cost ~386,000 tokens and 16 separate fetches — and still miss metrics that require server-side computation.

With Stobo MCP, the same audit is one tool call, ~20,000 tokens.

	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
All 9 tools	264,500 tk / 56 fetches	47,000 tk / 9 calls

That's 82% fewer tokens across the full tool suite.

Stobo also computes metrics Claude can't get from raw HTML alone: Core Web Vitals (Playwright), TTFB timing, HTTP status codes for all links, and Flesch-Kincaid readability scoring.

Get an API Key

1. Sign up at trystobo.com
2. Go to Settings > API Keys
3. Create a new key and add it to your Claude Desktop config

License

MIT