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AI Site Scorer

Official registry AI and agents

Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in Cursor & Claude.

Source code Website

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http ai-site-scorer 'https://ai-readiness.mingles.ai/api/mcp/' --header 'Authorization: <Bearer token — get a free API key at https://ai-readiness.mingles.ai/api-keys (format: Bearer sk_live_...)>'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "ai-site-scorer": {
            "type": "http",
            "url": "https://ai-readiness.mingles.ai/api/mcp/",
            "headers": {
                "Authorization": "<Bearer token — get a free API key at https://ai-readiness.mingles.ai/api-keys (format: Bearer sk_live_...)>"
            }
        }
    }
}

Frequently asked questions

What is AI Site Scorer?

Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in Cursor & Claude.

How do I install AI Site Scorer?

It runs as a remote server. In Claude Code: claude mcp add --transport http ai-site-scorer 'https://ai-readiness.mingles.ai/api/mcp/' --header 'Authorization: <Bearer token — get a free API key at https://ai-readiness.mingles.ai/api-keys (format: Bearer sk_live_...)>'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does AI Site Scorer need an API key?

Yes. It expects Authorization, which you set in its configuration.

Is AI Site Scorer open source?

Its code is public on GitHub, but the repository does not declare a standard license.

Who maintains AI Site Scorer?

It is published by MinglesAI. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.