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maintenanceA high-performance MCP server providing up-to-date documentation for Go, npm, Python, Rust, Docker, Kubernetes, Terraform, and more — fetched from official sources, not training data.
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MIT
Best NumPy MCP Servers
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.
Why this server?
Retrieves package metadata and documentation for the NumPy library via PyPI integration.
Why this server?
Fetches official NumPy documentation for array operations, linear algebra, and mathematical functions.
AlicenseAqualityFmaintenanceEnables managing internal documentation with search and add capabilities, and fetching official documentation from 13+ popular libraries via MCP tools.Last updated69MITWhy this server?
Exposes NumPy functionality as MCP tools, including array creation, manipulation, mathematical operations, linear algebra, random sampling, statistics, and element-wise math operations.
Why this server?
Utilizes NumPy as a dependency for working with numerical data in Formula One racing statistics and telemetry analysis.
AlicenseAqualityCmaintenanceThis 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 updated82MITWhy this server?
The MCP server utilizes NumPy for numerical operations in processing weather data.
AlicenseBqualityCmaintenanceA 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 updated44MITWhy this server?
Generates NumPy-compatible binding wrapper scripts for Fortran modules, enabling high-performance array data interchange.
AlicenseAqualityAmaintenanceEnables AI models to write, format, compile, lint, and structure modern Fortran code using best practices and industry design patterns.Last updated24MITWhy this server?
Allows analyzing the usage of the NumPy Python library and generating minimal stub code to reduce executable size in Python exe builds.
AlicenseAqualityDmaintenanceAutomatically detects packages that can be stubbed during Python exe building and generates minimal stub code to reduce executable size.Last updated5MITWhy this server?
Provides mathematical computation capabilities including array operations, statistics, aggregations, and transformations for numerical data processing.
AlicenseAqualityCmaintenanceProvides 21 mathematical tools across 6 domains including basic calculations, array operations, statistics, financial mathematics, linear algebra, and calculus. Supports batch execution for complex multi-step workflows with intelligent dependency resolution.Last updated215MITWhy this server?
Supports processing images from numpy arrays, allowing direct integration with numpy-based image processing workflows.
AlicenseAqualityDmaintenanceA 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 updated120MIT