SERVER

Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts

Rank #105,681

io.github.Nero-Engine/review-analyzer

Sentiment, complaint themes, quotes, business reports and reply drafts for any reviews dataset.

1 version

Listed & last published

Oct 4, 2026

PURPOSE

What you can do with Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts

Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts is a Model Context Protocol (MCP) server. It ranks #105,681 of 150,963 active servers on MCP Toplist. Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts is listed on Official MCP, with 1 tracked version. It was first listed on Oct 4, 2026 and most recently updated on Oct 4, 2026.

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

CAPABILITIES AND LIMITATIONS

What Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. Check its registry listings below.

REQUIREMENTS

What you need before using Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts

DeclaredRemote authHosted remote, sign-in declared

The hosted endpoint is declared as gated by authentication — connect via its URL and authenticate with the provider (OAuth flow or an API key/header, per its docs).

Declared by the Official MCP Registry, last synced Oct 22, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

Hosted endpoint declared as requiring authentication.

INSTALLATION AND FIRST TASK

Connect Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts and confirm it works

Remote · HTTP

claude mcp add --transport http review-analyzer https://mcp.apify.com/?tools=nerolabs/review-analyzer

This endpoint requires authentication — see the server’s docs for credentials.

Remote · HTTP

[mcp_servers.review-analyzer]
url = "https://mcp.apify.com/?tools=nerolabs/review-analyzer"

Add to ~/.codex/config.toml. This endpoint requires authentication — see the server’s docs for credentials.

Remote · HTTP

https://mcp.apify.com/?tools=nerolabs/review-analyzer

Settings → Connectors → “Add custom connector”, then paste this URL. This endpoint requires authentication — see the server’s docs for credentials.

Remote · HTTP

{
  "mcpServers": {
    "review-analyzer": {
      "url": "https://mcp.apify.com/?tools=nerolabs/review-analyzer"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). This endpoint requires authentication — see the server’s docs for credentials.

Remote · HTTP

{
  "servers": {
    "review-analyzer": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=nerolabs/review-analyzer"
    }
  }
}

Save as .vscode/mcp.json in your workspace. This endpoint requires authentication — see the server’s docs for credentials.

Remote · HTTP

{
  "mcpServers": {
    "review-analyzer": {
      "serverUrl": "https://mcp.apify.com/?tools=nerolabs/review-analyzer"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. This endpoint requires authentication — see the server’s docs for credentials.

Remote · HTTP

{
  "mcpServers": {
    "review-analyzer": {
      "url": "https://mcp.apify.com/?tools=nerolabs/review-analyzer"
    }
  }
}

This endpoint requires authentication — see the server’s docs for credentials.

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.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Oct 4, 2026
Latest version published: Oct 4, 2026
Version history: 1 version tracked (below)
Requirements evidence: Declared by the Official MCP Registry, last synced Oct 22, 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 4, 2026

Registry sightings

Official MCP ↗listed since Oct 4, 2026 · still listed

Do you maintain Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts? to correct or enrich this profile.

VERSIONS

Available versions (1)

Version	Published
0.1.0	Oct 4, 2026

STANDING

#105,681of 150,963 active servers

Ranks ahead of 45,282 of 150,963 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.Nero-Engine%2Freview-analyzer.svg)](https://mcptoplist.com/server/io.github.Nero-Engine%2Freview-analyzer)

HTML

<a href="https://mcptoplist.com/server/io.github.Nero-Engine%2Freview-analyzer"><img src="https://mcptoplist.com/badge/io.github.Nero-Engine%2Freview-analyzer.svg" alt="MCP Toplist: #105,681 of 150,963" /></a>

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

FAQ

Frequently asked questions

Is Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts listed on the Official MCP Registry?: Yes — Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts is listed on the Official MCP Registry.
How many versions does Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts have?: MCP Toplist tracks 1 version of Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts, most recently published on Oct 4, 2026.

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