VOC Amazon Reviews MCP Server

Agent-native voice-of-customer for e-commerce. Its 6 documented tools cover reviews, analyze. It runs locally over stdio via the published package.

People who work with reviews and analyze and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-05-25 · ★ 34 · #40 OF 52 MAINTAINED E-COMMERCE · VERIFIED 2026-09-18

Python servers · how we verify → /methodology

01 · Install VOC Amazon Reviews

before you install - you'll need

Set VOC_API_KEY, MCP_TRANSPORT before connecting.

Claude Code

claude mcp add mguozhen-voc-amazon-reviews -- uvx voc-amazon-reviews-mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "mguozhen-voc-amazon-reviews": {
      "command": "uvx",
      "args": [
        "voc-amazon-reviews-mcp"
      ]
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions

license no standard license detected - usage rights unclear; check the repo before commercial use

pypi package voc-amazon-reviews-mcp - check the name against the project README before installing (PyPI has no namespace ownership)

registry namespace io.github.mguozhen is GitHub-verified and matches the repo owner

03 · What VOC Amazon Reviews can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

What you can build

An agent gets 6 documented tools spanning reviews, analyze, including fetch_reviews, analyze_reviews, voc_full, extract_listing_improvements.

Capability map

Tools grouped from the project's README - what VOC Amazon Reviews lets an agent do.

Analyze

2 tools - e.g. reviews JSON; CSV / Excel path or URL

analyze_reviews · analyze_csv

read & search

1 tool - e.g. ASIN

fetch_reviews

Voc

1 tool - e.g. ASIN

voc_full

Extract

1 tool - e.g. ASIN

extract_listing_improvements

Render

1 tool - e.g. VOC report

render_dashboard

04 · Who maintains VOC Amazon Reviews

VOC Amazon Reviews is maintained by mguozhen. It's the only MCP server we track from this author; the repo dates to Mar 2026.

05 · Facts

repository: github.com/mguozhen/voc-amazon-reviews
category: e-commerce - ranked #40 of 52 actively-maintained e-commerce servers as of 2026-09-18.
registry: io.github.mguozhen/voc-amazon-reviews-mcp (active, first published 2026-05-20)
packages: pypi:voc-amazon-reviews-mcp

06 · VOC Amazon Reviews FAQ

Is VOC Amazon Reviews still maintained?

Yes - as of 2026-09-18, its last commit was 2026-05-25. We re-verify nightly.

What can VOC Amazon Reviews do?

An agent gets 6 documented tools spanning reviews, analyze, including fetch_reviews, analyze_reviews, voc_full, extract_listing_improvements.

How do I install VOC Amazon Reviews?

Run `uvx voc-amazon-reviews-mcp`. The README documents 2 environment variables (VOC_API_KEY, MCP_TRANSPORT) to set first. Set VOC_API_KEY, MCP_TRANSPORT before connecting. You can also paste the ready-made client config above.

Does VOC Amazon Reviews run locally?

Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to VOC Amazon Reviews

Alternatives to VOC Amazon Reviews

Maintained e-commerce servers if VOC Amazon Reviews isn't the fit.

More e-commerce MCP servers · Lumnix · Rakuten MCP · Storeshots MCP · Shopify Store Builder MCP

More Python MCP servers · Embedded / IoT Mentor · Ghostfolio MCP · LibreNMS MCP · Zabbix MCP · see all