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co.pixelcove/topic-scorer

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Score pages against 11,485 public taxonomy categories by embedding similarity. $0.05/call via MCP.

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 topic-scorer 'https://topic-scorer.pixelcove.co/mcp' --header 'Authorization: <Bearer <api-key> — a prepaid-credit key from the Stripe rail. Omit it to pay per call over x402 instead.>'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "topic-scorer": {
            "type": "http",
            "url": "https://topic-scorer.pixelcove.co/mcp",
            "headers": {
                "Authorization": "<Bearer <api-key> — a prepaid-credit key from the Stripe rail. Omit it to pay per call over x402 instead.>"
            }
        }
    }
}

Frequently asked questions

What is co.pixelcove/topic-scorer?

Score pages against 11,485 public taxonomy categories by embedding similarity. $0.05/call via MCP.

How do I install co.pixelcove/topic-scorer?

It runs as a remote server. In Claude Code: claude mcp add --transport http topic-scorer 'https://topic-scorer.pixelcove.co/mcp' --header 'Authorization: <Bearer <api-key> — a prepaid-credit key from the Stripe rail. Omit it to pay per call over x402 instead.>'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does co.pixelcove/topic-scorer need an API key?

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

Is co.pixelcove/topic-scorer open source?

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

Who maintains co.pixelcove/topic-scorer?

It is published by PixelCove. 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.