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Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts

Official registry Data and databases

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

Website

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http review-analyzer-sentiment-complaints-the 'https://mcp.apify.com/?tools=nerolabs/review-analyzer' --header 'Authorization: <Your Apify API token, sent as '\''Bearer <token>'\''. Runs are billed per event to your Apify account.>'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "review-analyzer-sentiment-complaints-the": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=nerolabs/review-analyzer",
            "headers": {
                "Authorization": "<Your Apify API token, sent as 'Bearer <token>'. Runs are billed per event to your Apify account.>"
            }
        }
    }
}

Frequently asked questions

What is Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts?

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

How do I install Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts?

It runs as a remote server. In Claude Code: claude mcp add --transport http review-analyzer-sentiment-complaints-the 'https://mcp.apify.com/?tools=nerolabs/review-analyzer' --header 'Authorization: <Your Apify API token, sent as '\''Bearer <token>'\''. Runs are billed per event to your Apify account.>'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts need an API key?

Yes. It expects Authorization, which you set in its configuration.

Who maintains Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts?

It is published by Nero-Engine. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.