Numpy
Provides numerical computations and operations via a Model Context Protocol (MCP) interface using NumPy.
关于
This MCP server facilitates numerical computations and operations using the NumPy library, enabling LLMs like Claude to perform mathematical calculations directly. It offers a standardized MCP interface for basic arithmetic, linear algebra, statistical analysis, and polynomial fitting, streamlining the integration of numerical tasks into LLM workflows.
主要功能
- Performs basic arithmetic operations like addition.
- Provides statistical analysis, calculating mean, median, standard deviation, min, and max.
- Implements a Model Context Protocol (MCP) server for standardized LLM interaction
- Executes linear algebra computations, including matrix multiplication and eigendecomposition.
- Fits polynomials to data points.
使用案例
- Calculate eigenvalues of a given matrix.
- Find the mean and standard deviation of a dataset.
- Multiply matrices using LLM commands.
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