NumPy MCP Server

Name: NumPy MCP Server
Author: colesmcintosh

@colesmcintosh

リポジトリ

NumPy MCP Server について

A Model Context Protocol (MCP) server for numerical computations with NumPy

#mathgpt #math-solver #math-assistant

基本情報

カテゴリ

その他

ランタイム

python

トランスポート

stdio

公開者

colesmcintosh

設定

以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。

{
  "mcpServers": {
    "numpy-mcp": {
      "command": "uv",
      "args": [
        "venv"
      ]
    }
  }
}

ツール

ツールは検出されませんでした

ツールは README から自動的に抽出されます。メンテナーは ## Tools という見出しの下に記載することで、このタブに反映できます。

概要

What is NumPy MCP Server?

NumPy MCP Server is a Model Context Protocol (MCP) server that exposes mathematical calculations and operations using NumPy. It provides basic arithmetic, linear algebra, statistical analysis, and polynomial fitting through a standardized MCP interface for use with Claude or other MCP-compatible LLMs.

How to use NumPy MCP Server?

Install the server in Claude Desktop with mcp install server.py --name "NumPy Calculator", or clone the repository and set up manually using UV. Once installed, ask Claude to perform operations like "Calculate the eigenvalues of matrix [[1, 2], [3, 4]]" or "Find the mean and standard deviation of [1, 2, 3, 4, 5]". For development testing, use mcp dev server.py.

Key features of NumPy MCP Server

Basic arithmetic: addition of two integers
Linear algebra: matrix multiplication and eigendecomposition
Statistical analysis: mean, median, standard deviation, min, max
Polynomial fitting of specified degree to data points
Exposes functions through a standardized MCP interface

Use cases of NumPy MCP Server

Compute eigenvalues and eigenvectors of a square matrix
Calculate mean and standard deviation for a dataset
Multiply two matrices and get the result
Fit a polynomial curve to given x, y data points
Add two integers via an LLM conversation

FAQ from NumPy MCP Server

What mathematical functions does it provide?

It offers addition, matrix multiplication, eigendecomposition, statistical analysis (mean, median, std, min, max), and polynomial fitting.

What are the dependencies?

The server requires NumPy for numerical computations and FastMCP for the MCP server implementation.

How do I install NumPy MCP Server in Claude Desktop?

Run mcp install server.py --name "NumPy Calculator" in your terminal. The server will then appear in Claude Desktop under "NumPy Calculator".

Is this project open source?

Yes, it is licensed under the MIT License.

What kind of data does the server accept?

It accepts numerical data: integers for addition, lists of floats for statistics, and nested lists for matrix operations.

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