FactorGuide
Accepts a coupling matrix (covariance, correlation, or precision) and returns zone classifications, optimal factorization strategy, and calibrated risk predictions. Answers: which variable dependencies are load-bearing and which can be safely ignored
What is FactorGuide?
FactorGuide is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to accepts a coupling matrix (covariance, correlation, or precision) and returns zone classifications, optimal factorization strategy, and calibrated risk predictions. answers: which variable dependencie...
Accepts a coupling matrix (covariance, correlation, or precision) and returns zone classifications, optimal factorization strategy, and calibrated risk predictions. Answers: which variable dependencies are load-bearing and which can be safely ignored
This server falls under the Data Science & ML and Analytics categories on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Accepts a coupling matrix (covariance, correlation, or preci
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx factorguideConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about FactorGuide
What is FactorGuide?
FactorGuide is a Model Context Protocol (MCP) server that accepts a coupling matrix (covariance, correlation, or precision) and returns zone classifications, optimal factorization strategy, and calibrated risk predictions. answers: which variable dependencies are load-bearing and which can be safely ignored It connects AI assistants to external tools and data sources through a standardized interface.
How do I install FactorGuide?
Follow the installation instructions on the FactorGuide GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with FactorGuide?
FactorGuide works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is FactorGuide free to use?
Yes, FactorGuide is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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Set Up FactorGuide in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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