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ReviewReply MCP Server

An MCP server that generates professional and context-aware responses to customer reviews using Claude AI. It supports multiple tones and business types to provide tailored feedback variations for both positive and negative reviews.

Updated
Feb 8, 2026

ReviewReply MCP Server

An MCP (Model Context Protocol) server that generates professional responses to customer reviews using Claude AI.

Features

  • Tool: generate_review_reply - Generate 3 variations of professional review responses
  • Supports multiple tones: professional, friendly, empathetic, grateful
  • Works for any business type
  • Handles both positive and negative reviews appropriately

Installation

npm install

Configuration

Set your Anthropic API key:

export ANTHROPIC_API_KEY=your-key-here

Usage

With Claude Desktop

Add to your Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json):

{
  "mcpServers": {
    "reviewreply": {
      "command": "node",
      "args": ["/path/to/reviewreply-mcp/src/index.js"],
      "env": {
        "ANTHROPIC_API_KEY": "your-key-here"
      }
    }
  }
}

Direct Usage

npm start

The server communicates via stdio using the MCP protocol.

Tool: generate_review_reply

Inputs

ParameterTypeRequiredDescription
review_textstringYesThe customer review text to respond to
tonestringYesOne of: professional, friendly, empathetic, grateful
business_namestringYesName/type of business (e.g., "Italian Restaurant")
starsnumberNoStar rating 1-5 (defaults to 4)

Example

{
  "review_text": "The food was amazing but service was slow",
  "tone": "empathetic",
  "business_name": "Italian Restaurant",
  "stars": 3
}

Output

Returns 3 response variations formatted as:

**Option 1** (empathetic):
Thank you so much for your feedback! We're thrilled you enjoyed our food...

---

**Option 2** (empathetic - variation):
We really appreciate you taking the time to share your experience...

---

**Option 3** (empathetic - alternative):
Your feedback means a lot to us...

Testing

npm test

License

MIT

Reviews

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