All Fly Agents
      MCP Agent

      Review Analysis Agent

      Understand Your Customer Feedback

      The Review Analysis Agent uses AI to extract meaningful insights from your customer reviews. Beyond simple star ratings, it identifies sentiment patterns, common themes, and actionable feedback. Understanding the "why" behind your reviews helps you make better business decisions. This agent surfaces the insights hidden in your review data.

      Quick Setup

      1. Get your API key from Fly dashboard
      2. Add to Claude Desktop config:

      {
        "mcpServers": {
          "fly-agent": {
            "command": "npx",
            "args": [
              "fly-agent-mcp"
            ],
            "env": {
              "FLY_API_KEY": "your_api_key_here"
            }
          }
        }
      }

      Capabilities

      Sentiment Breakdown

      Analyze emotional tone across all reviews with AI-powered sentiment detection

      Theme Extraction

      Identify recurring topics and concerns mentioned by customers

      Response Suggestions

      Get AI-generated response recommendations for reviews

      Trend Analysis

      Track how sentiment and themes change over time

      Example Queries

      Here's what you can ask Claude when using the Review Analysis Agent

      "Analyze my reviews from the last 3 months"

      "What are customers complaining about most?"

      "Show me all 5-star reviews mentioning "service""

      "What themes appear in my negative reviews?"

      "Generate a response for my latest 1-star review"

      "Compare my review sentiment to last quarter"

      Use Cases

      1

      Service Improvement

      Identify specific areas where customer experience can be improved

      2

      Staff Training

      Use review feedback to inform training priorities

      3

      Marketing Insights

      Discover what customers love to highlight in marketing