AI Seo MCP vs Crawlie

In-depth architectural comparison of the AI Seo MCP and Crawlie 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.

Which MCP Server Should You Choose?

Choose AI Seo 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: Eight-dimension AI-SEO page scoring, Schema, canonical, robots, sitemap, and llms.txt audits, AI crawler access checks.

Explore AI Seo MCP Details

Choose Crawlie when:

• You need dedicated capabilities in the Marketing domain.
• You prefer remote streaming HTTP/SSE transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: crawl_site, audit_url, audit_urls.

Explore Crawlie Details

Feature & Specification Comparison

Specification	AI Seo MCP AutomateLab-tech Marketing	Crawlie Marketing
Summary	AI-SEO / AEO / GEO audit MCP for any public URL. Scores schema.org coverage, robots.txt and llms.txt health, canonical and OpenGraph setup, and AI-citation likelihood; suggests rewrites tuned for Answer Engine and Generative Engine surfaces. No vendor keys, no crawls of private data. Install: npx -y @automatelab/ai-seo-mcp.	Technical SEO + GEO (AI-search) site audits: hosted crawls, prioritized fixes, report diffs.
Category & Scope	Marketing

Tools & Capabilities Breakdown

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).

{
  "mcpServers": {
    "automatelab-tech-ai-seo-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@automatelab/ai-seo-mcp"
      ]
    }
  }
}

{
  "mcpServers": {
    "crawlie": {
      "url": "https://crawlie.app/mcp"
    }
  }
}

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