AI Visibility Scanner vs Codescene MCP Server

In-depth architectural comparison of the AI Visibility Scanner and Codescene MCP Server 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 Visibility Scanner when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer remote streaming HTTP/SSE transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore AI Visibility Scanner Details

Choose Codescene MCP Server when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Codescene MCP Server Details

Feature & Specification Comparison

Specification	AI Visibility Scanner Developer Tools	Codescene MCP Server Developer Tools
Summary	Scan websites for AI visibility and marketing health with interactive dashboard.	An MCP server that provides CodeScene Code Health analysis tools.
Category & Scope	Developer Tools	Developer Tools

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": {
    "ai-visibility-scanner": {
      "url": "https://ai-visibility-scanner-production.up.railway.app/mcp"
    }
  }
}

{
  "mcpServers": {
    "codescene-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@codescene/codehealth-mcp"
      ]
    }
  }
}

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