What is the key difference between AI Seo MCP and AI Visibility MCP?

AI Seo MCP belongs to the Marketing category with local stdio execution, while AI Visibility MCP belongs to the Marketing category with local stdio execution.

How do I install AI Seo MCP or AI Visibility MCP 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 AI Seo MCP and AI Visibility MCP free or paid?

AI Seo MCP operates under a Free / Open Source model (No auth required). AI Visibility MCP operates under a BYOK (Pay Provider Direct) model (API Key required).

Which MCP server has more tools and community activity?

AI Seo MCP lists 6 tools with 3 views and 3 GitHub stars. AI Visibility MCP lists 6 tools with 4 views and 1 GitHub stars.

Can I use both AI Seo MCP and AI Visibility MCP 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

AI Seo MCP vs AI Visibility MCP

In-depth architectural comparison of the AI Seo MCP and AI Visibility MCP 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

AI Seo MCP

Marketing · Local stdio

Quality: 49/100 (Fair) | Auth: No auth required

AI Visibility MCP

Marketing · Local stdio

Quality: 44/100 (Fair) | Auth: API Key required

Verdict Summary: Choose AI Seo MCP if you need specialized Marketing tools running via a local process. Choose AI Visibility MCP 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 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 AI Visibility MCP when:

You need dedicated capabilities in the Marketing domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
You have access to required keys: PERPLEXITY_API_KEY, OPENROUTER_API_KEY, MAX_COST_PER_CALL, MAX_DAILY_USD, LLM_MAX_OUTPUT_TOKENS, AI_VISIBILITY_SPEND_FILE.

Feature & Specification Comparison

Specification	AI Seo MCP AutomateLab-tech Marketing	AI Visibility MCP krissanders 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.	Audit how AI sees your website. Per-bot robots.txt verdicts for 22 known AI user-agents (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Bytespider, etc), Cloudflare AI-default flags, on-page schema, sitemap, llms.txt, SPA-shell detection, and cross-model brand mentions via Perplexity + OpenRouter. 0-100 score with explainable deductions; parallel competitor compare. SSRF-guarded, per-call and daily LLM spend caps. MIT, 24 tests, stdio + HTTP.

Tools & Capabilities Breakdown

AI Seo MCP Tools (6)

Eight-dimension AI-SEO page scoring

Schema, canonical, robots, sitemap, and llms.txt audits

AI crawler access checks

AEO and GEO content rewrites

Citation-worthiness and entity analysis

Optional Chromium rendering for SPAs

AI Visibility MCP Tools (6)

Audits 22 AI user-agents

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).

AI Seo MCP Configuration

mcpServers (Claude Desktop / Cursor)

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

AI Visibility MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "krissanders-ai-visibility-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "krissanders-ai-visibility-mcp"
      ],
      "env": {
        "PERPLEXITY_API_KEY": "YOUR_PERPLEXITY_API_KEY_HERE",
        "OPENROUTER_API_KEY": "YOUR_OPENROUTER_API_KEY_HERE",
        "MAX_COST_PER_CALL": "YOUR_MAX_COST_PER_CALL_HERE",
        "MAX_DAILY_USD": "YOUR_MAX_DAILY_USD_HERE",
        "LLM_MAX_OUTPUT_TOKENS": "YOUR_LLM_MAX_OUTPUT_TOKENS_HERE",
        "AI_VISIBILITY_SPEND_FILE": "YOUR_AI_VISIBILITY_SPEND_FILE_HERE"
      }
    }
  }
}

Frequently Asked Questions

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

More alternatives to AI Seo MCP More alternatives to AI Visibility MCP Marketing category hub