MCP tools package: text preprocessing, NLP components, and document analysis (STDIO FastMCP server).
Project description
mhlabs-mcp-tools
mcp-name: io.github.MusaddiqueHussainLabs/mhlabs_mcp_tools
mhlabs-mcp-tools is a modular collection of MCP tools designed for text preprocessing (textprep) and natural language processing (nlp) tasks. It provides a structured and extensible registry system to load, execute, and manage AI components.
✨ Features
- Hierarchical tool namespaces:
textprep.*,nlp.* - Configurable preprocessing pipelines
- PII masking utilities
- Tokenization, normalization, and cleaning
- Modular registry for dynamic tool loading
🧩 Tool Categories
TextPrep Tools (textprep.*)
textprep.remove_emailtextprep.remove_phone_numbertextprep.remove_punctuationtextprep.preprocess_text
NLP Tools (nlp.*)
nlp.load_componentnlp.predict_component
🧱 Project Structure
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