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ReviewReply MCP Server

Provides an MCP server that generates professional review replies via Claude AI, with multiple tones and configurable inputs.

Installation

Add the following to your MCP client configuration file.

Configuration

View docs

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

This MCP server generates professional responses to customer reviews using Claude AI, offering multiple tones and adaptable output for any business type. It runs locally and communicates via the MCP protocol through a standard input/output channel, enabling you to integrate automated replies into your review workflow.

How to use

You will run this MCP server as a local process and connect your MCP client to it via stdio. The server exposes a tool that takes a customer review and returns three polished response variations in different tones. Use it to quickly craft consistent, professional replies to both positive and negative reviews.

How to install

Prerequisites you need before installation: a Node.js runtime environment and npm. The server is started and tested through npm commands.

# Install dependencies
npm install

# Start the MCP server
npm start

Configuration and usage notes

To enable the server to generate replies with Claude AI, you must provide your Anthropic API key in the environment. You can configure this in your shell or using your operating system's environment management.

export ANTHROPIC_API_KEY=your-key-here

Example workflow and tool usage

The server provides a tool named generate_review_reply that creates three variations of a professional review reply based on the provided inputs.

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

Notes on running the Claude Desktop configuration (optional)

If you use Claude Desktop, add the MCP server to the Claude desktop configuration so you can invoke it directly from Claude.

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

Available tools

generate_review_reply

Generates three variations of professional review responses based on the customer review text, tone, business name, and optional star rating.