"How to execute a Python script" matching MCP servers:

• 讯飞智文PPT生成服务MCP Server

  Alex-Smith-1234

  A

  security

  A

  license

  -

  quality

  An MCP-compatible server that uses iFlytek's large language model to generate PowerPoint presentations, offering template selection, outline creation, and PPT generation with features like automatic image insertion.

  Last updated 2025-05-30

  6

  1

  MIT

• MCP智能简历投递助手

  guangliangyang

  -

  security

  F

  license

  -

  quality

  Enables AI-driven job application automation for LinkedIn and SEEK platforms with intelligent cover letter generation, automated application submission, and application tracking management. Supports anti-detection measures and complies with platform usage policies for safe job hunting automation.

  Last updated 2025-10-23

• 棒読みちゃんMCPサーバー (Node.js版)

  uraoz

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables AI assistants like Claude to use Bouyomichan (a Japanese text-to-speech program) for voice reading with adjustable voice types, volume, speed, and pitch.

  Last updated 2025-05-07

  1

  2

  MIT

• 紫微斗数 MCP 服务器 (MCPIztro)

  wuunicorn

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that provides accurate Chinese Ziwei Doushu astrology chart calculations and horoscope analysis, enabling AI assistants to generate personalized astrological readings through natural language queries.

  Last updated 2025-09-05

  3

  6

  5

  MIT

• MCP Python Interpreter

  yzfly

  A

  security

  F

  license

  -

  quality

  A Model Context Protocol server that allows LLMs to interact with Python environments, execute code, and manage files within a specified working directory.

  Last updated 2025-10-12

  10

  96

• 文化天府MCP服务器

  PizzaYx

  -

  security

  -

  license

  -

  quality

  A Model Context Protocol server for Dify that provides culture-related services including courses, activities, user management, and search functionality.

  Last updated 2025-07-15

• No-as-a-Service (NoaaS)

  Koneisto

  -

  security

  A

  license

  -

  quality

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  4

  MIT

• 即梦AI图片生成 MCP

  comeonzhj

  A

  security

  A

  license

  -

  quality

  A MCP server that generates high-quality images using Volcano Engine's JiMeng AI API, supporting various aspect ratios and compatible with different MCP clients.

  Last updated 2025-06-10

  1

  5

  59

  MIT

• MCP-Serve 多语言翻译服务

  oofengoo

  A

  security

  F

  license

  -

  quality

  A custom MCP protocol service that enhances AI models by providing multilingual translation capabilities and resource management, allowing for automatic text extraction and translation through external APIs.

  Last updated 2025-05-21

  2

• PRIMS – Python Runtime

  hileamlakB

  -

  security

  A

  license

  -

  quality

  Enables LLM agents to execute arbitrary Python code in secure, isolated sandbox environments with automatic dependency management and file handling. Each code execution runs in a fresh virtual environment that gets destroyed after completion, providing safe and reproducible Python code execution.

  Last updated 2025-10-15

  27

  MIT

• Chainflip Broker as a Service

  CumpsD

  -

  security

  A

  license

  -

  quality

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  10

  MIT

• MCP微信公众号爬虫

  ditingdapeng

  -

  security

  F

  license

  -

  quality

  基于MCP架构的微信公众号文章爬虫系统，支持AI智能体通过Selenium自动抓取微信公众号文章内容和图片，实现文章内容的智能分析。

  Last updated 2025-07-03

  35

• Apps Script MCP

  sam-ent

  A

  security

  A

  license

  -

  quality

  Enables users to create, manage, and execute Google Apps Script projects through natural language. It provides comprehensive tools for code editing, function execution, deployment management, and monitoring script processes.

  Last updated 2026-04-02

  50

  6

  MIT

• Python MCP Sandbox

  JohanLi233

  -

  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 2025-12-19

  38

  Apache 2.0

• AI Workspace MCP Server

  A-Proof

  -

  security

  F

  license

  -

  quality

  Provides a secure workspace for AI-driven file management and Python script execution designed to run on Vercel. It enables tools for full file operations and code execution within a sandboxed environment.

  Last updated 2026-01-28

• MCP DB Python

  191341025

  -

  security

  F

  license

  -

  quality

  A Python-powered Model Context Protocol server that provides safe database inspection and read-only querying capabilities for MySQL databases. Enables LLM agents to explore database schemas, execute read-only SQL queries, and retrieve metadata through JSON-RPC communication.

  Last updated 2025-10-17

  1

• Example MCP Server with

  a-ddollar-cs

  -

  security

  F

  license

  -

  quality

  An educational example demonstrating how to build MCP servers in Python using FastMCP, showing how to expose tools, resources, and prompts to AI clients.

  Last updated 2025-12-17

• Python MCP Server

  hesiod-au

  -

  security

  A

  license

  -

  quality

  A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.

  Last updated 2025-05-05

  6

  MIT

• Python REPL MCP Server

  hdresearch

  A

  security

  A

  license

  -

  quality

  A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.

  Last updated 2025-12-15

  3

  39

  MIT

• Python Local MCP Server

  Alec2435

  -

  security

  F

  license

  -

  quality

  Provides an interactive Python REPL environment that maintains persistent session state, allowing users to execute Python code and access session history.

  Last updated 2024-12-04

  55

• Streamable HTTP Python MCP

  ferrants

  -

  security

  F

  license

  -

  quality

  A starter template for building MCP servers in Python using the streamable HTTP transport protocol. Provides a foundation with the MCP Python SDK and example configuration to quickly develop custom MCP servers.

  Last updated 2025-06-20

  2

• Python MCP Server Examples

  cyanmage

  -

  security

  A

  license

  -

  quality

  A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.

  Last updated 2025-07-24

  MIT No Attribution

• Google Apps Script MCP Server

  Utakata

  -

  security

  F

  license

  -

  quality

  Enables comprehensive management of Google Apps Script projects, including project creation, file operations, and web app deployments. It features a security-first design with encrypted property management and automated security auditing for GAS environments.

  Last updated 2025-07-02

  1

• Python notebook mcp

  UsamaK98

  -

  security

  A

  license

  -

  quality

  Python notebook mcp

  Last updated 2025-06-24

  45

  MIT

• Formula One MCP Server

  Machine-To-Machine

  A

  security

  A

  license

  -

  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 2025-04-16

  8

  2

  MIT

• MCP Python Interpreter

  PortPro-Technologies-Inc

  A

  security

  -

  license

  -

  quality

  A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.

  Last updated 2025-06-14

  9

• Open AI Text To Speech1 MCP

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables users to convert text into high-quality audio by accessing the OpenAI Text-to-Speech API. It supports customizable model selection and voice options for synthesized speech generation via the MCP protocol.

  Last updated 2025-12-07

  1

  MIT

• MCP-JIRA-Python Server

  Kallows

  -

  security

  A

  license

  -

  quality

  A Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.

  Last updated 2025-11-12

  4

  Apache 2.0

• MCP Server Python Template

  Cris-0k

  -

  security

  -

  license

  -

  quality

  A streamlined foundation for building Model Context Protocol servers in Python, designed to make AI-assisted development of MCP tools easier and more efficient.

  Last updated 2025-12-16

  12

  MIT

• MCP Python Tutorial

  jhj0517

  -

  security

  F

  license

  -

  quality

  A demonstration server showing MCP implementation in Python with resource handling, tool operations, and reusable prompts for a simple user/post system with local database.

  Last updated 2025-04-27

• 富途 MCP 服务器 (Futu MCP Server)

  shuchaang

  -

  security

  F

  license

  -

  quality

  Exposes Futu API client capabilities as an MCP (Model Context Protocol) tool, allowing AI assistants to access stock data from Futu through a standardized interface.

  Last updated 2025-07-01

  10

  11
• 

  mcp-run-pythonofficial

  pydantic

  -

  security

  -

  license

  -

  quality

  Model Context Protocol server to run Python code in a sandbox.

  Last updated 2026-04-18

  1,462

  16,438

  MIT

• How-To-Cook

  xiaobenyang-com

  A

  security

  A

  license

  -

  quality

  An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.

  Last updated 2026-01-09

  5

  1

  Apache 2.0

• Pine Script v6 MCP Server

  harunamitrader

  -

  security

  F

  license

  -

  quality

  Provides accurate Pine Script v6 coding assistance through search, completion, and reference lookup tools using a comprehensive Japanese manual database. Enables developers to quickly find functions, constants, annotations, and API specifications for TradingView Pine Script development.

  Last updated 2025-09-13

  1

• mcp-esa-server-python

  scnsh

  A

  security

  A

  license

  -

  quality

  A Python-based MCP server that enables users to interact with the esa.io API for documentation management. It provides tools for retrieving user information and performing full CRUD operations on articles.

  Last updated 2025-06-17

  6

  1

  MIT

• Python Code Runner

  shibing624

  -

  security

  A

  license

  -

  quality

  Enables execution of Python code in a safe environment, including running scripts, installing packages, and retrieving variable values. Supports file operations and package management through pip.

  Last updated 2025-10-09

  8

  Apache 2.0

• Python Docs Server

  AnuragRai017

  A

  security

  A

  license

  -

  quality

  An MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.

  Last updated 2025-05-15

  1

  Apache 2.0

• AWS Resources MCP Server

  baryhuang

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.

  Last updated 2025-08-13

  1

  23

  MIT

• t-pane MCP Server

  cni-locates-rumen

  -

  security

  F

  license

  -

  quality

  Enables Claude to execute commands and manage directory-aware panes within tmux sessions for a shared terminal experience. It features smart output capture, interactive prompt detection, and background task management.

  Last updated 2025-06-28

  2

• Python Apple MCP

  jxnl

  -

  security

  F

  license

  -

  quality

  A Python server that enables interaction with macOS native applications (Contacts, Notes, Mail, Messages, Reminders, Calendar, and Maps) through AppleScript, featuring asynchronous operations and type-safe interfaces.

  Last updated 2025-04-29

  17

• Professional Python MCP Server

  bash20cu

  A

  security

  F

  license

  -

  quality

  A comprehensive MCP implementation designed for fullstack development that enables code manipulation, terminal command execution, and system notifications. It provides an intelligent agent interface powered by Gemini to automate Python and Next.js development workflows.

  Last updated 2026-01-22

  5

• Xiaohongshu MCP Python

  betars

  -

  security

  F

  license

  -

  quality

  A Python implementation of an MCP server for Xiaohongshu that enables AI models to browse feeds, search content, and manage interactions like liking or commenting. It leverages Playwright for browser automation to support account management and content publishing features.

  Last updated 2026-01-18

  1

• Python Dependency Manager

  KemingHe

  A

  security

  A

  license

  -

  quality

  Provides up-to-date Python package manager commands by cross-referencing official pip, poetry, uv, and conda documentation with automatic weekly updates.

  Last updated 2026-02-15

  1

  41

  MIT
• 

  MCP Run Pythonofficial

  pydantic

  -

  security

  A

  license

  -

  quality

  Enables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.

  Last updated 2026-01-30

  192

  MIT

• Google Apps Script MCP Server

  mohalmah

  A

  security

  F

  license

  -

  quality

  Provides integration with the Google Apps Script API, allowing management of script projects, deployments, versions, and executions through any MCP-compatible client like Claude Desktop or VS Code.

  Last updated 2026-03-20

  16

  41

• AI Meta MCP Server

  alxspiker

  A

  security

  A

  license

  -

  quality

  Enables AI models to dynamically create and execute their own custom tools through a meta-function architecture, supporting JavaScript, Python, and Shell runtimes with sandboxed security and human approval flows.

  Last updated 2025-07-31

  5

  10

  MIT

• matlab-mcp-server-python

  HanSur94

  A

  security

  A

  license

  A

  quality

  MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

  Last updated 2026-04-03

  20

  1

  MIT

• Digital Zen Garden (數位枯山水) MCP

  simonliu-moltbot

  -

  security

  F

  license

  -

  quality

  Enables AI agents to create and interact with ASCII-based Zen gardens through tools for raking sand, placing stones, and practicing digital meditation. It provides resources for random Zen koans and generates meditation guides based on the current garden state.

  Last updated 2026-01-30

• MCP-to-MCP Tic-Tac-Toe

  PsychoSmiley

  A

  security

  A

  license

  B

  quality

  Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a shared tool and an SSE relay. The server facilitates agent-to-agent communication by holding tool responses until the opponent makes a move, managing the game state in real-time.

  Last updated 2026-03-17

  1

  Apache 2.0
• 

  智睦云打印official

  zimsoft

  A

  security

  F

  license

  C

  quality

  调用官方智睦云打印服务（any.webprinter.cn），支持查询打印机、上传本地文件、创建漫游打印任务、直接打印到指定设备，以及分别更新单双面、颜色、份数和纸张等打印参数。

  Last updated 2026-04-07

  10

  108

  MIT