Mhlabs Mcp Tools

About Mhlabs Mcp Tools

Mhlabs Mcp Tools is a modular MCP (Model Context Protocol) server designed to provide an extendable suite of AI-powered tools for text preprocessing, NLP components, and document analysis. It exposes functionalities such as text tokenization, part-of-speech (POS) tagging, lemmatization, dependency parsing, named entity recognition (NER), and a wide range of text cleaning and normalization utilities. Its architecture supports customization, dynamic module loading, and transport over STDIO and HTTP, making it adaptable for integration with agentic ecosystems, AI assistants, or other MCP-compatible clients (e.g., Claude, Windsurf, Cursor). The system also supports optional Azure AD authentication and is ideal for developers, data scientists, or companies building AI-driven text workflow automation, document handling, or multi-agent systems.