Atlas vs CitedOrNot AI Search Visibility

In-depth architectural comparison of the Atlas and CitedOrNot AI Search Visibility 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 Atlas 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).
• Primary tools included: YAML-defined semantic layer, Read-only, validated SQL querying, Source, date, and approver provenance.

Explore Atlas Details

C

Choose CitedOrNot AI Search Visibility 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).
• Primary tools included: list-brands-tool, get-brand-visibility-tool, list-mentions-tool.

Explore CitedOrNot AI Search Visibility Details

Feature & Specification Comparison

Specification	Atlas Developer Tools	C CitedOrNot AI Search Visibility Developer Tools
Summary	Atlas is a YAML-defined semantic layer for analytics — authored by humans, consumed by AI agents.	AI search visibility for your brand: which AI engines name it, who wins instead, what to publish.
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": {
    "atlas-2": {
      "command": "bunx",
      "args": [
        "@useatlas/mcp"
      ]
    }
  }
}

{
  "mcpServers": {
    "citedornot-ai-search-visibility": {
      "url": "https://citedornot.com/mcp"
    }
  }
}

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