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Text Insight

Analyzes textual feedback for summarization and classification, adhering to the Model Context Protocol.

About

This tool provides a lightweight and modular FastAPI-based service designed for intelligent text processing. It specializes in summarizing and classifying textual feedback, ensuring compliance with the Model Context Protocol (MCP) for seamless integration. Built with a clean and modular codebase, it's ideal for enhancing customer feedback systems, analytical dashboards, or enterprise applications with intelligent text insights.

Key Features

  • FastAPI backend with modular codebase
  • MCP-compliant request/response schema
  • Includes example request/response JSON files
  • Rule-based text summarization
  • 0 GitHub stars
  • Simple feedback classification using keyword patterns

Use Cases

  • Integrating into customer feedback systems
  • Enhancing data dashboards with text insights
  • Incorporating into enterprise applications for text analysis
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