AI Visibility Index vs Sleepwalker

In-depth architectural comparison of the AI Visibility Index and Sleepwalker 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 Index 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 AI Visibility Index Details

Choose Sleepwalker 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 Sleepwalker Details

Feature & Specification Comparison

Specification	AI Visibility Index Developer Tools	Sleepwalker Developer Tools
Summary	AI visibility rankings for 104 Japanese EC companies across ChatGPT, Claude, Gemini, Perplexity.	AI Visibility and Content Intelligence tools for Claude and MCP-compatible agents.
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-index": {
      "command": "npx",
      "args": [
        "-y",
        "ai-visibility-index"
      ]
    }
  }
}

{
  "mcpServers": {
    "sleepwalker": {
      "command": "npx",
      "args": [
        "-y",
        "@sleepwalkerai/cli"
      ]
    }
  }
}

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