text-processing
The Text-Processing server is a robust and efficient solution for handling various natural language processing tasks.
Text-Processing MCP Server
Overview
The Text-Processing server is a robust and efficient solution for handling various natural language processing tasks. It provides a suite of tools designed to analyze and process text data with ease and accuracy. This server is ideal for developers and data scientists looking to integrate advanced text-processing capabilities into their applications.
Features
- Sentiment Analysis: Evaluate the sentiment of English text to determine if it conveys a positive, negative, or neutral emotion.
- Stemming and Lemmatization: Process text to identify the base or root form of words, aiding in text normalization and analysis.
- Part-of-Speech Tagging and Chunking: Identify and tag parts of speech in text, extract phrase chunks, and recognize named entities to understand the grammatical structure.
- Phrase Extraction and Named Entity Recognition: Extract meaningful phrases and identify named entities such as people, organizations, and locations within the text.
Tools
The Text-Processing server offers the following tools to facilitate natural language processing:
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Sentiment Tool
- Function Name:
sentiment - Description: Analyze the sentiment of English text.
- Function Name:
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Stem Tool
- Function Name:
stem - Description: Stem or lemmatize each word in the given text.
- Function Name:
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Tag Tool
- Function Name:
tag - Description: Perform part-of-speech tagging, phrase chunking, and named entity recognition on text.
- Function Name:
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Phrases Tool
- Function Name:
phrases - Description: Extract phrase chunks and named entities from text.
- Function Name:
Usage
The Text-Processing server can be easily integrated into your projects to enhance text data analysis and processing capabilities. It is designed to handle large volumes of text efficiently while providing accurate and meaningful insights.
For more detailed information on how to use each tool, including parameters and specific functionalities, please refer to the server documentation available internally.
This README provides an overview of the Text-Processing server's capabilities and tools, designed to streamline and enhance your text analysis workflows.