Overview

Feedback Analyzer Ai MCP provides AI-powered tools via the Model Context Protocol (MCP).

Tools

Tool	Description
analyze_feedback	Analyze customer feedback for sentiment breakdown with per-item scores.
extract_themes	Extract recurring themes from feedback using keyword matching.
sentiment_trend	Compute sentiment trend over time. Each item needs 'text' and 'date' (YYYY-MM-DD
generate_summary	Generate an executive summary of feedback with key takeaways and recommendations

Installation

pip install meok-feedback-analyzer-ai-mcp

Usage with Claude Desktop

Add to your Claude Desktop MCP config (claude_desktop_config.json):

{
  "mcpServers": {
    "feedback-analyzer-ai": {
      "command": "python",
      "args": ["-m", "meok_feedback_analyzer_ai_mcp.server"]
    }
  }
}

Usage with FastMCP

from mcp.server.fastmcp import FastMCP

# This server exposes 4 tool(s) via MCP
# See server.py for full implementation

License

MIT © MEOK AI Labs