A Model Context Protocol (MCP) server for numerical computations with NumPy
Overview
what is NumPy MCP Server?
NumPy MCP Server is a Model Context Protocol (MCP) server designed for performing numerical computations using the NumPy library. It provides a standardized interface for executing various mathematical operations.
how to use NumPy MCP Server?
To use the NumPy MCP Server, you can install it directly in Claude Desktop or run it locally. For Claude Desktop, use the command: mcp install server.py --name "NumPy Calculator". For local execution, run python server.py after setting up the environment.
key features of NumPy MCP Server?
- Basic arithmetic operations (addition)
- Linear algebra computations (matrix multiplication, eigendecomposition)
- Statistical analysis (mean, median, standard deviation, min, max)
- Polynomial fitting
use cases of NumPy MCP Server?
- Performing complex mathematical calculations through a conversational interface.
- Integrating with Claude for real-time numerical analysis.
- Conducting statistical analysis on datasets.
FAQ from NumPy MCP Server?
- What is the primary function of the NumPy MCP Server?
It serves as a server for executing numerical computations using the NumPy library through a standardized MCP interface.
- Can I use it for advanced mathematical operations?
Yes! The server supports a variety of operations including linear algebra and statistical analysis.
- Is there a specific Python version required?
The server requires Python 3.8 or higher.