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MCP server · Documentation

voc-amazon-reviews

by · github.com/mguozhen/voc-amazon-reviews

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 can't replicate. Works in any MCP client (Claude Code, Claude Desktop, ChatGPT, Cursor, Windsurf, VS Code, Cline).

Unclaimed docs
InstallView source
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Scored 5 months ago · breakdown

About voc-amazon-reviews

voc-amazon-reviews is an MCP server published by mguozhen in the Documentation category: 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 can't replicate. Works in any MCP client (Claude Code, Claude Desktop, ChatGPT, Cursor, Windsurf, VS Code, Cline).

The repository has 37 stars and 6 forks, with the last commit 5 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/mguozhen/voc-amazon-reviews

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (6)

1`fetch_reviews`

Parameters not published.

2`analyze_reviews`

Parameters not published.

3`voc_full`

Parameters not published.

4`extract_listing_improvements`

Parameters not published.

5`analyze_csv`

Parameters not published.

6`render_dashboard`

Parameters not published.

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Security checks

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Questions

About voc-amazon-reviews

How do I install voc-amazon-reviews?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is voc-amazon-reviews safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is voc-amazon-reviews still maintained?

Yes — the last commit was 5 months ago. The repository has 37 stars and 6 forks.