What is the key difference between Maxaeo AI Visibility MCP and AI Readiness?

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

How do I install Maxaeo AI Visibility MCP or AI Readiness 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 AI Readiness free or paid?

Maxaeo AI Visibility MCP operates under a Free / Open Source model (No auth required). AI Readiness 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 3 views and 1 GitHub stars. AI Readiness lists 6 tools with 3 views and 0 GitHub stars.

Can I use both Maxaeo AI Visibility MCP and AI Readiness 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 AI Readiness

In-depth architectural comparison of the Maxaeo AI Visibility MCP and AI Readiness 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: 63/100 (Good) | Auth: No auth required

AI Readiness

Marketing · Local stdio

Quality: 57/100 (Good) | Auth: No auth required

Verdict Summary: Choose Maxaeo AI Visibility MCP if you need specialized Marketing tools running via a local process. Choose AI Readiness 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 AI Readiness 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: AI crawler access checks, JSON-LD and metadata analysis, 0–100 score and letter grade.

Explore AI Readiness Details

Feature & Specification Comparison

Specification	Maxaeo AI Visibility MCP maxaeo Marketing	AI Readiness epistemedeus 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.	Check whether a website is visible to AI search (ChatGPT, Perplexity, Claude, Google AI Overviews). Scores AI-crawler access, JSON-LD structured data, title/meta, Open Graph, sitemap, and llms.txt, with a specific fix for each gap. Dependency-free, no API keys. Install: npx -y github:epistemedeus/ai-readiness mcp.

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.

AI Readiness Tools (6)

AI crawler access checks

JSON-LD and metadata analysis

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"
      ]
    }
  }
}

AI Readiness Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "epistemedeus-ai-readiness": {
      "command": "npx",
      "args": [
        "-y",
        "github"
      ]
    }
  }
}

Frequently Asked Questions

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

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