Stats Compass

概要

Stats Compass transforms your LLM into a powerful data analyst by providing a wide array of data science tools accessible via the MCP protocol. It supports various data tasks from loading and cleaning to complex transformations, exploratory data analysis, visualization, and complete machine learning workflows. With flexible deployment options including local installation, remote server mode, and Docker, it seamlessly integrates with popular AI clients like Claude Desktop, VS Code Copilot, and Claude Code CLI, enabling interactive data exploration and analysis.

主な機能

• Docker support for portable and scalable deployments
• Remote server mode with secure file upload and download capabilities
• Comprehensive data science toolset: loading, cleaning, transforming, EDA, visualization, and ML workflows
• Support for various AI clients including Claude Desktop and VS Code Copilot
• Command-line interface for easy installation and management
• 7 GitHub stars

ユースケース

• Enabling LLMs to perform interactive data analysis and generate insights from datasets
• Streamlining data cleaning, transformation, and exploratory data analysis tasks with AI assistance
• Integrating machine learning model training and evaluation directly within AI development environments