Voc Amazon Reviews

Name: Voc Amazon Reviews
Author: mguozhen

@mguozhen

Voc Amazon Reviews について

Agent-native Amazon review intelligence — fetches verified reviews from 10 marketplaces via real Shulex OpenAPI (not scrapers) and produces copy-ready listing improvements grounded in actual customer language. Backed by a 2B-review historical dataset that Helium 10 / Jungle Scout

#mcp #mcp-server #amazon #amazon-fba #amazon-seller-tools #review-analysis #voice-of-customer #voc #helium10-alternative #agent-tools

基本情報

カテゴリ

クラウドとインフラ

トランスポート

stdio

公開者

mguozhen

投稿者

mguozhen2

設定

以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。

{
  "mcpServers": {
    "voc-amazon-reviews": {
      "command": "uvx",
      "args": [
        "voc-amazon-reviews-mcp"
      ],
      "env": {
        "VOC_API_KEY": "your-shulex-key",
        "ANTHROPIC_API_KEY": "your-anthropic-key"
      }
    }
  }
}

ツール

ツールは検出されませんでした

ツールは README から自動的に抽出されます。メンテナーは ## Tools という見出しの下に記載することで、このタブに反映できます。

概要

What is Voc Amazon Reviews?

Voc Amazon Reviews is an MCP server that fetches and analyzes verified Amazon reviews from 10 marketplaces (US, CA, MX, GB, DE, FR, IT, ES, JP, AU) via the real Shulex OpenAPI—not scrapers. It is built for AI agents running Amazon-seller workflows.

How to use Voc Amazon Reviews?

Add the server to your MCP client config (e.g., Claude Code, Cursor, Cline) as shown in the README, setting VOC_API_KEY and ANTHROPIC_API_KEY environment variables. Install uv first; the server exposes five tools: fetch_reviews, analyze_reviews, voc_full, extract_listing_improvements, analyze_csv, and render_dashboard.

Key features of Voc Amazon Reviews

Real OpenAPI access, not DOM scraping
Verified-purchase, Vine, and helpful-vote signals included
Proprietary listing rubric trained on 2B+ reviews
Agent-first design with optimized tool schemas
Fetch up to 1000 reviews per ASIN
Generate standalone HTML dashboards

Use cases of Voc Amazon Reviews

Rewrite a product listing by analyzing reviews of your ASIN and three competitors.
Schedule daily VOC monitoring for a set of ASINs with alerts on new negative themes.
Discover unaddressed customer pain points in a category that no top seller covers.

FAQ from Voc Amazon Reviews

How does Voc Amazon Reviews differ from scraping?

It uses the real Shulex OpenAPI, so it won't break when Amazon changes HTML and includes verified-purchase and variant signals.

What runtime dependencies are required?

You need uv installed, plus an MCP client capable of running MCP servers. The first run resolves dependencies in about 10 seconds.

How many reviews can I fetch per call?

Up to 1000 reviews per ASIN per call using the fetch_reviews tool.

Where does the review data come from?

All data comes from the Shulex OpenAPI, which provides access to historic Amazon reviews indexed before recent access restrictions.

What authentication is needed?

You must provide a Shulex API key (VOC_API_KEY) and an Anthropic API key (ANTHROPIC_API_KEY). A free Shulex key (100 calls/month) is available at apps.voc.ai/openapi with no credit card.