SERVER

Review Miner

Rank #29,128

io.github.alialtunar/review-miner-mcp

Find what users hate about competing apps and games: App Store and Steam reviews. No API keys.

1 version

by alialtunar (5 servers)View repository ↗

Listed & last published

Oct 1, 2026

PURPOSE

What you can do with Review Miner

Review Miner is a Model Context Protocol (MCP) server published by alialtunar. It ranks #29,128 of 144,396 active servers on MCP Toplist. Review Miner is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Oct 1, 2026 and most recently updated on Oct 1, 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 Review Miner 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 Review Miner

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

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

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect Review Miner and confirm it works

Python package (PyPI)

claude mcp add review-miner-mcp -- uvx review-miner-mcp

Python package (PyPI)

[mcp_servers.review-miner-mcp]
command = "uvx"
args = ["review-miner-mcp"]

Add to ~/.codex/config.toml.

Python package (PyPI)

{
  "mcpServers": {
    "review-miner-mcp": {
      "command": "uvx",
      "args": [
        "review-miner-mcp"
      ]
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

Python package (PyPI)

{
  "mcpServers": {
    "review-miner-mcp": {
      "command": "uvx",
      "args": [
        "review-miner-mcp"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Python package (PyPI)

{
  "servers": {
    "review-miner-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "review-miner-mcp"
      ]
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Python package (PyPI)

{
  "mcpServers": {
    "review-miner-mcp": {
      "command": "uvx",
      "args": [
        "review-miner-mcp"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Python package (PyPI)

{
  "mcpServers": {
    "review-miner-mcp": {
      "command": "uvx",
      "args": [
        "review-miner-mcp"
      ]
    }
  }
}

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 alialtunar

View all alialtunar servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Oct 1, 2026
Latest version published: Oct 1, 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

Official MCP ↗listed since Oct 1, 2026 · still listed
Glama ↗listed since Oct 1, 2026 · still listed

Do you maintain Review Miner? to correct or enrich this profile.

VERSIONS

Available versions (1)

Version	Published
0.1.0	Oct 1, 2026

STANDING

#29,128of 144,396 active serversTop 25%

Ranks ahead of 115,268 of 144,396 servers on MCP Toplist.

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.alialtunar%2Freview-miner-mcp.svg)](https://mcptoplist.com/server/io.github.alialtunar%2Freview-miner-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.alialtunar%2Freview-miner-mcp"><img src="https://mcptoplist.com/badge/io.github.alialtunar%2Freview-miner-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 Review Miner?: Review Miner is maintained by alialtunar, which publishes 5 MCP servers (5 total versions) tracked on MCP Toplist.
Is Review Miner listed on the Official MCP Registry?: Yes — Review Miner is listed on the Official MCP Registry, alongside Glama.
How many versions does Review Miner have?: MCP Toplist tracks 1 version of Review Miner, most recently published on Oct 1, 2026.
Where can I find the source code for Review Miner?: The source code for Review Miner is hosted at github.com/alialtunar/review-miner-mcp.

Used in projects

Do you run this server?

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