NumPy

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.

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Why this server?
Utilizes NumPy as a dependency for working with numerical data in Formula One racing statistics and telemetry analysis.
Formula One MCP Server (Python)
Machine-To-Machine
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 -
8
Python
MIT License
Why this server?
The MCP server utilizes NumPy for numerical operations in processing weather data.
KNMI Weather MCP
wolkwork
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 -
4
1
Python
MIT License
Why this server?
Utilizes NumPy for data analysis operations, enabling statistical calculations and numerical operations on Excel data.
Excel MCP Server
yzfly
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 -
8
36
Python
Why this server?
Stores embedding vectors as NumPy arrays in the Parquet file output
parquet mcp server
DeepSpringAI
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 -
2
2
Python
Why this server?
Supports numerical computing operations for data analysis, with execution of NumPy code in a sandboxed environment for processing Excel and CSV data
chatExcel
Lillard01
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security
A
license
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quality
A Model Context Protocol server for intelligent Excel processing and data analysis, offering tools for reading, validating, executing code, and generating interactive visualizations with Excel files.
Last updated -
3
Python
MIT License
Why this server?
Supports installation and usage of NumPy for scientific computing within the sandbox environments.
MCP Sandbox
JohanLi233
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security
A
license
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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 -
13
Python
Apache 2.0
Why this server?
Enables AI to process data using NumPy in a secure sandbox environment
microsandbox
microsandbox
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security
A
license
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microsandbox
Last updated -
2,179
Rust
Apache 2.0
Why this server?
Supports installation and usage of NumPy library in the Python environment as mentioned in the example workflow
Python MCP Sandbox
JohanLi233
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security
A
license
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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 -
13
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.
pbixray-mcp-server
jonaolden
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security
A
license
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quality
A Model Context Protocol enabling AI clients to interact with PowerBI Models by querying metadata through PBIXRay python package.
Last updated -
16
Python
MIT License
Why this server?
Utilizes NumPy for image manipulation operations, particularly for the cropping functionality through OpenCV's NumPy slicing approach.
🪄 ImageSorcery MCP
sunriseapps
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security
A
license
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quality
🪄 ImageSorcery MCP
Last updated -
10
Python
MIT License
Why this server?
Utilizes NumPy for numerical calculations involved in celestial positioning and astronomical computations.
mcp-stargazing
StarGazer1995
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security
A
license
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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 -
Python
MIT License
Why this server?
Uses NumPy for audio processing as part of the speech recognition functionality
Speech MCP
Kvadratni
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security
A
license
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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 -
36
Python
MIT License
Why this server?
Utilizes NumPy for numerical computations in Bayesian inference, handling arrays and mathematical operations for probabilistic models.
Bayesian MCP
wrenchchatrepo
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security
A
license
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quality
A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian analysis and probabilistic reasoning, including inference, model comparison, and predictive modeling with uncertainty quantification.
Last updated -
Python
MIT License
Why this server?
Used for numerical operations in the Python components of DiffuGen
DiffuGen
CLOUDWERX-DEV
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security
A
license
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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 -
8
MIT License
Why this server?
Utilized as a dependency for processing Formula One data, particularly for mathematical operations related to telemetry data analysis.
Formula One MCP Server
rakeshgangwar
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security
A
license
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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 -
JavaScript
MIT License
Why this server?
Supports processing images from numpy arrays, allowing direct integration with numpy-based image processing workflows.
MCP Image Server
IA-Programming
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security
A
license
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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 -
1
Python
MIT License
Why this server?
Support for installing and using NumPy in Python containers as demonstrated in examples
Docker MCP Server
zaycruz
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security
A
license
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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 -
Python
MIT License
Why this server?
Uses NumPy for numerical computations in options analysis, including Greeks calculations and probability estimates
OptionsFlow MCP Server
twolven
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security
A
license
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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 -
4
Python
MIT License
Why this server?
Leverages NumPy for numerical operations in stock data analysis, supporting technical indicators calculation and data processing
StockScreen MCP Server
twolven
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security
A
license
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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 -
13
Python
MIT License
Why this server?
Mentioned as an optional dependency that can be included when deploying MCP servers
FastMCP
wanderingnature
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security
A
license
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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
Python
MIT License
Why this server?
Uses NumPy for numerical operations and data processing in the machine learning workflow
TrainerML
daniel-was-taken
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security
F
license
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quality
Advanced machine learning platform with MCP integration that enables automated ML workflows from data analysis to model deployment, featuring smart preprocessing, 15+ ML algorithms, and interactive visualizations.
Last updated -
Python
Why this server?
Offers NumPy documentation through Dash docsets integration
Enhanced Dash MCP Server
joshuadanpeterson
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security
F
license
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quality
An intelligent server that transforms local Dash documentation into a context-aware assistant for Claude, providing developers with seamless access to documentation while coding.
Last updated -
Python
Why this server?
Optional dependency that can be specified when starting the MCP server.
OpenAI MCP Server
arthurcolle
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security
F
license
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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 -
28
Python
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
NumPy Calculator
colesmcintosh
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security
F
license
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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 -
1
Python
Why this server?
Uses NumPy for handling numerical operations required by ROS 2 message types.
ROS2 MCP Server
kakimochi
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security
F
license
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quality
A Python-based server that enables AI assistants to control robots by integrating the Model Context Protocol (MCP) with ROS 2, allowing for natural language commands that translate into robot movement via the /cmd\_vel topic.
Last updated -
42
Python
Why this server?
Used as part of the data processing infrastructure for financial calculations and visualizations
MCP Yahoo Finance
leoncuhk
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security
F
license
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quality
Provides tools to get financial data (stock prices, company information) and generate financial visualizations through the Model Context Protocol.
Last updated -
2
Python
Why this server?
Optional dependency that can be included when running the server to support numerical computing operations when processing Odoo data.
Odoo MCP Server
Willval117
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security
F
license
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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 -
Python
Why this server?
Integrates with NumPy for numerical operations when generating financial charts and data-driven content in PowerPoint presentations.
PowerPoint MCP Server
jenstangen1
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security
F
license
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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 -
1
Python
Why this server?
The README mentions numpy as an optional dependency that can be specified for deployment and development.
Neo4j MCP Server
ujjalcal
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security
F
license
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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 -
Python
Why this server?
NumPy is listed as a core dependency for the server's technical analysis capabilities.
MCP Trader Server
wshobson
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security
F
license
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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 -
29
Python
Why this server?
Mentioned as an example package that can be installed and used in the isolated containers for data analysis.
Sandbox MCP Server
Tsuchijo
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security
F
license
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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 -
6
Python