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KDP Niche Scorer

Verified Integration
Author: @ainjection•Category: ServerApplication
GitHub Repository
JSON-RPC 2.0
Protocol Standard
Sub-second
Execution Latency
Active
Operational Status
Tags:#Claude#Search#API#Git#AI#GitHub#Node.js

Client Configuration

— Connect KDP Niche Scorer to Claude Desktop or Cursor in seconds
{
  "mcpServers": {
    "kdp-niche-scorer": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-kdp-niche-scorer"
      ],
      "env": {}
    }
  }
}
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).
Architecture & Capabilities

System Overview

Scores Amazon KDP niches by analyzing keywords for BSR, competitor count, review velocity, and estimated sales to provide an opinionated market viability score.

Indexed Date

7/23/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for KDP Niche Scorer

For any given keyword, the tool retrieves data for the top Kindle search competitors. This includes their Best Seller Rank (BSR), price, review count, page count, and estimated monthly revenue, offering a detailed overview of the competitive landscape.

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