SERVER

VOC Amazon Reviews

Rank #17,554

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

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

1 version

36 GitHub stars

by mguozhen (2 servers)View repository ↗

First listed

Mar 7, 2026

Last publish date

May 20, 2026

PURPOSE

What you can do with VOC Amazon Reviews

VOC Amazon Reviews is a Model Context Protocol (MCP) server published by mguozhen. It ranks #17,554 of 144,396 active servers on MCP Toplist, and its repository has 36 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.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What VOC Amazon Reviews can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using VOC Amazon Reviews

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

VOC_API_KEY · required
ANTHROPIC_API_KEY · optional

INSTALLATION AND FIRST TASK

Connect VOC Amazon Reviews and confirm it works

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.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by mguozhen

flatkey-mcp#40,882

View all mguozhen servers →

No task-specific alternatives are catalogued for VOC Amazon Reviewsyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Mar 7, 2026
Latest version published: May 20, 2026
Version history: 1 version tracked (below)
Requirements evidence: Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 16, 2026

Registry sightings

Glama ↗listed since May 20, 2026 · still listed
PulseMCP ↗listed since Jun 4, 2026 · still listed
Official MCP ↗listed since Jul 24, 2026 · still listed
mcp.so ↗listed since Aug 26, 2026 · still listed

Do you maintain VOC Amazon Reviews? to correct or enrich this profile.

VERSIONS

Available versions (1)

Version	Published
0.1.1	May 20, 2026

STANDING

#17,554of 144,396 active serversTop 25%

Ranks ahead of 126,842 of 144,396 servers on MCP Toplist.

Recent momentum

+15GitHub stars since May 18 (+71%)

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 144,396" /></a>

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

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.

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