Who maintains VOC Amazon Reviews?

VOC Amazon Reviews is maintained by mguozhen, which publishes 2 MCP servers (2 total versions) tracked on MCP Toplist.

Is VOC Amazon Reviews listed on the Official MCP Registry?

Yes — VOC Amazon Reviews is listed on the Official MCP Registry, alongside Glama, PulseMCP and mcp.so.

How many versions does VOC Amazon Reviews have?

MCP Toplist tracks 1 version of VOC Amazon Reviews, most recently published on May 20, 2026.

Where can I find the source code for VOC Amazon Reviews?

The source code for VOC Amazon Reviews is hosted at github.com/mguozhen/voc-amazon-reviews.

SERVER

VOC Amazon Reviews

Rank #13,963

io.github.mguozhen/voc-amazon-reviews-mcp

Amazon review intelligence via Shulex OpenAPI. 10 marketplaces, verified-purchase & Vine signals.

1 version

33 GitHub stars

by mguozhen (2 servers)View repository ↗

First listed

Mar 7, 2026

Last publish date

May 20, 2026

OVERVIEW

VOC Amazon Reviews is a Model Context Protocol (MCP) server published by mguozhen. It ranks #13,963 of 115,591 servers tracked on MCP Toplist, and its repository has 33 GitHub stars. VOC Amazon Reviews is listed across 4 registries — Official MCP, Glama, PulseMCP and mcp.so, with 1 tracked version. It was first listed on Mar 7, 2026 and most recently updated on May 20, 2026.

STANDING

#13,963of 115,591 tracked serversTop 25%

Ranks ahead of 101,628 of 115,591 servers on MCP Toplist.

Recent momentum

+12GitHub stars since May 18 (+57%)

CONNECT

Use VOC Amazon Reviews

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

Python package (PyPI)

claude mcp add voc-amazon-reviews-mcp -e "VOC_API_KEY=<your VOC_API_KEY>" -e "ANTHROPIC_API_KEY=<your ANTHROPIC_API_KEY>" -- uvx voc-amazon-reviews-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.voc-amazon-reviews-mcp]
command = "uvx"
args = ["voc-amazon-reviews-mcp"]

[mcp_servers.voc-amazon-reviews-mcp.env]
VOC_API_KEY = "<your VOC_API_KEY>"
ANTHROPIC_API_KEY = "<your ANTHROPIC_API_KEY>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

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

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

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

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "voc-amazon-reviews-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "voc-amazon-reviews-mcp"
      ],
      "env": {
        "VOC_API_KEY": "<your VOC_API_KEY>",
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

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

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

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

Replace each placeholder with your own value before saving.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.mguozhen%2Fvoc-amazon-reviews-mcp.svg)](https://mcptoplist.com/server/io.github.mguozhen%2Fvoc-amazon-reviews-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.mguozhen%2Fvoc-amazon-reviews-mcp"><img src="https://mcptoplist.com/badge/io.github.mguozhen%2Fvoc-amazon-reviews-mcp.svg" alt="MCP Toplist: Top 25% of 115,591" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 3 registries (1 delisted)

Glama

PulseMCPDelisted · last seen Jun 4, 2026

Official MCP

mcp.so

ORGANIZATION

mguozhen

Organization

mguozhen

Servers in org

Versions across org

Other servers by mguozhen

flatkey-mcp#32,313 · 1 ver

View all mguozhen servers →

VERSIONS

Available versions (1)

Version	Published
0.1.1	May 20, 2026

FAQ

Frequently asked questions

Who maintains VOC Amazon Reviews?: VOC Amazon Reviews is maintained by mguozhen, which publishes 2 MCP servers (2 total versions) tracked on MCP Toplist.
Is VOC Amazon Reviews listed on the Official MCP Registry?: Yes — VOC Amazon Reviews is listed on the Official MCP Registry, alongside Glama, PulseMCP and mcp.so.
How many versions does VOC Amazon Reviews have?: MCP Toplist tracks 1 version of VOC Amazon Reviews, most recently published on May 20, 2026.
Where can I find the source code for VOC Amazon Reviews?: The source code for VOC Amazon Reviews is hosted at github.com/mguozhen/voc-amazon-reviews.

EXPLORE

All MCP Servers Official MCP Servers GitHub MCP Servers Best MCP Servers Most Active MCP Servers New MCP Servers Best New MCP Servers