What is the key difference between Maxaeo AI Visibility MCP and Stobo SEO & AEO Audit?

Maxaeo AI Visibility MCP belongs to the Marketing category with local stdio execution, while Stobo SEO & AEO Audit belongs to the Marketing category with local stdio execution.

How do I install Maxaeo AI Visibility MCP or Stobo SEO & AEO Audit in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Maxaeo AI Visibility MCP and Stobo SEO & AEO Audit free or paid?

Maxaeo AI Visibility MCP operates under a Free / Open Source model (No auth required). Stobo SEO & AEO Audit operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Maxaeo AI Visibility MCP lists 3 tools with 4 views and 1 GitHub stars. Stobo SEO & AEO Audit lists 3 tools with 0 views and 8 GitHub stars.

Can I use both Maxaeo AI Visibility MCP and Stobo SEO & AEO Audit together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Maxaeo AI Visibility MCP vs Stobo SEO & AEO Audit

In-depth architectural comparison of the Maxaeo AI Visibility MCP and Stobo SEO & AEO Audit 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

Maxaeo AI Visibility MCP

Marketing · Local stdio

Quality: 61/100 (Good) | Auth: No auth required

Stobo SEO & AEO Audit

Marketing · Local stdio

Quality: 25/100 (Emerging) | Auth: No auth required

Verdict Summary: Choose Maxaeo AI Visibility MCP if you need specialized Marketing tools running via a local process. Choose Stobo SEO & AEO Audit 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?

Choose Maxaeo AI Visibility MCP 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: check_llms_txt, audit_ai_crawler_readiness, build_ai_visibility_report.

Explore Maxaeo AI Visibility MCP Details

Choose Stobo SEO & AEO 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).
Primary tools included: Reports Stobo service retirement status, Runs as a local MCP process, Retains published package versions for archival installation.

Feature & Specification Comparison

Specification	Maxaeo AI Visibility MCP maxaeo Marketing	Stobo SEO & AEO Audit Marketing
Summary	Local-first AI visibility, GEO/AEO, and llms.txt audit MCP server for Claude, Codex, Cursor, and other agents. Checks AI crawler access, robots, sitemap, canonical, metadata, noindex, and JSON-LD; returns local-only and technical foundation scores, top issues, and action plans. Install: npx -y maxaeo-ai-visibility-mcp.	AI-powered SEO and AEO audit for websites
Category & Scope	Marketing

Tools & Capabilities Breakdown

Maxaeo AI Visibility MCP Tools (3)

check_llms_txt

Validate /llms.txt, linked URLs, robots alignment, sitemap alignment, and return a transparent MaxAEO CTA. No MaxAEO APIs are called.

audit_ai_crawler_readiness

Check robots rules, AI crawler access basics, homepage metadata, canonical, noindex, and JSON-LD schema. No MaxAEO APIs are called.

build_ai_visibility_report

Run local/public-web AI visibility checks and return dual scores, evidence gaps, an action plan, and a transparent MaxAEO CTA.

Stobo SEO & AEO Audit Tools (3)

Reports Stobo service retirement status

Runs as a local MCP process

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).

Maxaeo AI Visibility MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "maxaeo-maxaeo-ai-visibility-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "maxaeo-ai-visibility-mcp"
      ]
    }
  }
}

Stobo SEO & AEO Audit Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "stobo-seo-aeo-audit": {
      "command": "uvx",
      "args": [
        "stobo-mcp"
      ]
    }
  }
}

Frequently Asked Questions

Maxaeo AI Visibility MCP is categorized under Marketing and uses a local stdio subprocess. In contrast, Stobo SEO & AEO Audit belongs to Marketing using local stdio subprocess. Select Maxaeo AI Visibility MCP when you need capabilities focused on marketing and Stobo SEO & AEO Audit when you require tools for marketing.

More alternatives to Maxaeo AI Visibility MCP More alternatives to Stobo SEO & AEO Audit Marketing category hub