MCP Servers for NumPy

NumPy is the fundamental package for scientific computing with Python. It provides a multidimensional array object, various derived objects (such as masked arrays and matrices), and an assortment of routines for fast operations on arrays, including mathematical, logical, shape manipulation, sorting, selecting, I/O, discrete Fourier transforms, basic linear algebra, basic statistical operations, random simulation and much more.

View all MCP Servers

  • Why this server?

    Utilizes NumPy as a dependency for working with numerical data in Formula One racing statistics and telemetry analysis.

    A
    security
    A
    license
    A
    quality
    This project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.
    Last updated 13 days ago
    8
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    The MCP server utilizes NumPy for numerical operations in processing weather data.

    A
    security
    A
    license
    A
    quality
    A FastMCP server that provides real-time weather data from KNMI weather stations, allowing users to access temperature, humidity, wind speed, and other weather metrics for any location in the Netherlands through natural language queries.
    Last updated 2 months ago
    4
    1
    Python
    MIT License
    • Apple
  • Why this server?

    Stores embedding vectors as NumPy arrays in the Parquet file output

    A
    security
    F
    license
    A
    quality
    A powerful MCP (Model Control Protocol) server that provides tools for manipulating and analyzing Parquet files. This server is designed to work with Claude Desktop and offers four main functionalities:
    Last updated 6 days ago
    2
    2
    Python
    • Linux
    • Apple
  • Why this server?

    Utilizes NumPy for data analysis operations, enabling statistical calculations and numerical operations on Excel data.

    A
    security
    F
    license
    A
    quality
    An MCP server that provides comprehensive Excel file operations, data analysis, and visualization capabilities for working with various spreadsheet formats like XLSX, CSV, and JSON.
    Last updated 25 days ago
    8
    2
    Python
  • Why this server?

    Supports installation and usage of NumPy library in the Python environment as mentioned in the example workflow

    -
    security
    A
    license
    -
    quality
    An interactive Python code execution environment that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
    Last updated 16 hours ago
    6
    Python
    Apache 2.0
  • Why this server?

    Supports installation and usage of NumPy for scientific computing within the sandbox environments.

    -
    security
    A
    license
    -
    quality
    An interactive Python code execution tool that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
    Last updated 16 hours ago
    6
    Python
    Apache 2.0
  • Why this server?

    Used as a dependency for data processing operations in the PBIXRay server, supporting statistical analysis and data manipulation of Power BI models.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol enabling AI clients to interact with PowerBI Models by querying metadata through PBIXRay python package.
    Last updated 17 days ago
    1
    Python
    MIT License
    • Linux
  • Why this server?

    Utilizes NumPy for numerical calculations involved in celestial positioning and astronomical computations.

    -
    security
    A
    license
    -
    quality
    Calculate the altitude, rise, and set times of celestial objects (Sun, Moon, planets, stars, and deep-space objects) for any location on Earth.
    Last updated 22 days ago
    Python
    MIT License
  • Why this server?

    Used for numerical operations in the Python components of DiffuGen

    -
    security
    A
    license
    -
    quality
    Powerful image generation system leveraging multiple Stable Diffusion models (flux-schnell, flux-dev, sdxl, sd3, sd15) for creating high-quality AI-generated images with precise customization.
    Last updated 22 days ago
    8
    MIT License
    • Linux
    • Apple
  • Why this server?

    Utilized as a dependency for processing Formula One data, particularly for mathematical operations related to telemetry data analysis.

    -
    security
    A
    license
    -
    quality
    Provides Formula One data and statistics through a Model Context Protocol interface, allowing users to access race calendars, session results, driver statistics, telemetry data, and championship standings.
    Last updated a month ago
    JavaScript
    MIT License
  • Why this server?

    Supports processing images from numpy arrays, allowing direct integration with numpy-based image processing workflows.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables fetching and processing images from URLs, local file paths, and numpy arrays, returning them as base64-encoded strings with proper MIME types.
    Last updated a month ago
    1
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Support for installing and using NumPy in Python containers as demonstrated in examples

    -
    security
    A
    license
    -
    quality
    Facilitates isolated code execution within Docker containers, enabling secure multi-language script execution and integration with language models like Claude via the Model Context Protocol.
    Last updated 2 months ago
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Uses NumPy for numerical computations in options analysis, including Greeks calculations and probability estimates

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables LLMs to analyze options chains, calculate Greeks, and evaluate basic options strategies through Yahoo Finance data.
    Last updated 2 months ago
    4
    Python
    MIT License
    • Apple
    • Linux
  • Why this server?

    Leverages NumPy for numerical operations in stock data analysis, supporting technical indicators calculation and data processing

    -
    security
    A
    license
    -
    quality
    Provides comprehensive stock screening capabilities through Yahoo Finance. Enables LLMs to screen stocks based on technical, fundamental, and options criteria, with support for watchlist management and result storage.
    Last updated 2 months ago
    13
    Python
    MIT License
  • Why this server?

    Mentioned as an optional dependency that can be included when deploying MCP servers

    -
    security
    A
    license
    -
    quality
    FastMCP is a comprehensive MCP server allowing secure and standardized data and functionality exposure to LLM applications, offering resources, tools, and prompt management for efficient LLM interactions.
    Last updated 3 months ago
    3
    Python
    MIT License
  • Why this server?

    Used as part of the data processing infrastructure for financial calculations and visualizations

    -
    security
    F
    license
    -
    quality
    Provides tools to get financial data (stock prices, company information) and generate financial visualizations through the Model Context Protocol.
    Last updated 2 days ago
    2
    Python
    • Apple
    • Linux
  • Why this server?

    Optional dependency that can be included when running the server to support numerical computing operations when processing Odoo data.

    -
    security
    F
    license
    -
    quality
    An implementation that integrates with Odoo ERP systems, enabling AI assistants to interact with Odoo data and functionality through the Model Context Protocol.
    Last updated 19 days ago
    Python
  • Why this server?

    Integrates with NumPy for numerical operations when generating financial charts and data-driven content in PowerPoint presentations.

    -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI models to create and manipulate PowerPoint presentations with advanced features like financial charts, formatting, and template management.
    Last updated a month ago
    1
    Python
  • Why this server?

    Uses NumPy for audio processing as part of the speech recognition functionality

    -
    security
    F
    license
    -
    quality
    A Goose MCP extension providing voice interaction with modern audio visualization, allowing users to communicate with Goose through speech rather than text.
    Last updated a month ago
    26
    Python
    • Linux
    • Apple
  • Why this server?

    Optional dependency that can be specified when starting the MCP server.

    -
    security
    F
    license
    -
    quality
    A Model Context Protocol server implementation that enables connection between OpenAI APIs and MCP clients for coding assistance with features like CLI interaction, web API integration, and tool-based architecture.
    Last updated a month ago
    9
    Python
    • Linux
    • Apple
  • Why this server?

    The README mentions numpy as an optional dependency that can be specified for deployment and development.

    -
    security
    F
    license
    -
    quality
    An MCP server that enables graph database interactions with Neo4j, allowing users to access and manipulate graph data through natural language commands.
    Last updated 2 months ago
    Python
  • Why this server?

    NumPy is listed as a core dependency for the server's technical analysis capabilities.

    -
    security
    F
    license
    -
    quality
    The MCP Trader Server conducts comprehensive technical analysis on stocks, offering insights into trends, momentum indicators, volatility metrics, and volume analysis to support stock trading decisions.
    Last updated 2 months ago
    29
    Python
    • Apple
  • Why this server?

    Exposes NumPy's numerical computation capabilities through an MCP interface, allowing for basic arithmetic, linear algebra operations, statistical analysis, and polynomial fitting

    -
    security
    F
    license
    -
    quality
    A Model Context Protocol (MCP) server that provides mathematical calculations and operations using NumPy, enabling users to perform numerical computations like matrix operations, statistical analysis, and polynomial fitting directly through Claude.
    Last updated 2 months ago
    Python
    • Linux
    • Apple
  • Why this server?

    Mentioned as an example package that can be installed and used in the isolated containers for data analysis.

    -
    security
    F
    license
    -
    quality
    Provides isolated Docker environments for code execution, enabling users to create and manage containers, execute multi-language code, save and reproduce development environments, ensuring security and isolation.
    Last updated 4 months ago
    6
    Python
    • Apple