"Learning or Writing Code in Python" matching MCP servers:

Give any LLM agent a real Android or iPhone. 62 MCP tools: tap, swipe, type, screenshot, screen-tree reading, app launch, camera, TTS, crash reports, batched execution. Android via ADB, iPhone via WebDriverAgent, on-device inference, Docker+KVM emulators. Works with Claude Code, Cursor, LangChain, LlamaIndex, and any MCP client. MIT.

A secure, local-first MCP coding and computer-use harness for ChatGPT and Codex, enabling guarded file operations, durable terminals, Git review, local skills, and macOS computer control.

Enables an AI assistant to operate a Linux machine through tools for files, search, shell commands, long-running processes, git, desktop control, screenshots, and local spreadsheets.

Enables ChatGPT Web conversations to operate a Windows computer through MCP with local tools, permissions, task state, and audit evidence.

Extends Claude Desktop with custom tools for file management, system operations, and command execution. Supports creating/reading/deleting files, directory listing, system information retrieval, and file searching capabilities.

Enables persistent SSH sessions and SFTP file transfers with native GUI credential prompts for secure remote server management. It supports background command execution, session pooling, and automatic connection reuse across multiple commands.

Enables mobile device automation for Android (via ADB) and iOS Simulator (via simctl), allowing you to control devices with natural language through screenshots, UI interactions, text input, and app management.

Local MCP server for observing and controlling an authorized Android device over USB using ADB and scrcpy, providing screen capture, UI automation, app inspection, logcat, and evidence recording.

Enables AI agents to control Android devices through natural language, supporting app management, UI interaction, gestures, and system operations via uiautomator2.

A compact facade MCP server for macOS desktop automation, lazily proxying to full-featured computer-use tools to save context tokens while enabling screenshots, window control, app launching, and AppleScript execution.

Enables AI agents to inspect and operate Windows desktop applications and Chrome tabs in the background while the user retains mouse, keyboard, and window control. It provides consent prompts, hard deny lists, visible activity indicators, and an emergency stop for safer computer use.

Windows automation MCP offering * AI Vision (e.g. Click by Description) * Windows UI Automation Tree tools * Chrome Automation via Playwright * Mouse control * Keyboard control * a lot more (>40 tools) Also comes with Python/TypeScript/C# client libs and a Windows Desktop tool to try all the tools.

Enables the generation, management, and validation of Apple Shortcuts (.shortcut files) by providing tools to search actions and build control flow blocks. It allows users to programmatically create and analyze shortcut structures for deployment on iOS and macOS devices.

Enables reading, writing, and manipulation of Bike outlines on macOS through natural language, using AppleScript for local document management.

Enables communication between Claude Code sessions in iTerm2 panes, primarily for notifying other sessions when a PR is merged to main so they can pull latest changes.

Enables secure filesystem operations with directory sandboxing and optional read-only mode. Supports file reading/writing, directory management, file searching, and text operations while restricting access to specified directories.

Self-learning macOS automation MCP server that remembers successful patterns and avoids repeated failures, enabling AI agents to execute multi-step workflows via reusable recipes.

Provides tools for reading and writing system clipboard data across Linux, macOS, Windows, and WSL platforms.

Enables LLMs to communicate with hardware devices via serial ports. Provides tools for listing ports, opening/closing connections, reading/writing data, and controlling serial signals.

A standalone MCP server for Linux desktop control, enabling screenshots, mouse/keyboard input, app/window management, and clipboard access via a Python bridge.

Enables users to drive one or more networked retro gaming devices through natural language: finding and launching games, viewing what's playing and play history, taking screenshots, backing up saves, editing configuration settings, writing or mapping NFC cards, and triggering system updates. Actions are host-aware, dry-runnable, and safety-checked, so it refuses to guess which device is meant or to disturb a game already running.

Enables an MCP client to observe and control a text-mode DOS system via a Python bridge, supporting keyboard input and screen capture.

Manage macOS launchd jobs from MCP tools with support for Python-script tasks, scheduling, logs, and lifecycle management.

An MCP server that allows secure execution of macOS terminal commands through Claude or Roo Code with built-in security whitelisting and approval mechanisms.

Enables natural-language control of a macOS laptop, exposing 46 tools for sound, display, apps, browser, clipboard, reminders, and more, usable from Claude Desktop or Claude Code.

Enables Claude AI to open files and directories with system default applications or specified apps, and reveal items in macOS Finder.

A Model Context Protocol server that provides programmatic access to the Windows terminal, enabling AI models to interact with the Windows command line through standardized tools for writing commands, reading output, and sending control signals.

Enables AI assistants running in WSL to capture Windows screenshots of full desktops, specific monitors, or individual windows by title or process name. It features DPI awareness, automatic path conversion between WSL and Windows, and customizable storage options.

MCP server that enables reading and writing macOS system preferences and application settings through the defaults system.

Enables attaching to a running VOCALOID 6 process to expose MCP tools for modules, windows, memory scanning, reading, writing, and pointer-chain resolution, with status and capability reporting. Note-level reading or editing is not yet available because no stable note map exists.

Enables LLMs to list, open, and run shortcuts available in the macOS Shortcuts app, including passing optional text or file input and exposing dynamically generated tools for individual shortcuts.

An open-source MCP server for macOS that lets AI control desktop apps in the background without moving the cursor or stealing focus.

Enables MCP clients to search running processes and windows by name or PID, inspect window details, launch executables, and request application or window activation in the same graphical session.

Enables AI clients to search, read, edit, and manage files and directories, execute and control terminal commands and processes, and perform code or text searches and replacements. It also supports in-memory code execution and interactive process sessions for tasks like data analysis and long-running command management.

Enables Claude Code to drive Cheat Engine on Windows through a local named pipe for attaching to processes, scanning/reading/writing memory, pointer scanning, watchpoints, code patching, Mono/IL2CPP inspection, and screenshots, with safety gates for risky actions.

Enables AI assistants to interact with SIEMENS WinCC Unified SCADA systems through their GraphQL API, supporting operations like reading/writing tag values, browsing objects, querying historical data, and managing alarms.

Enables ChatGPT Chat to operate an Apple Silicon Mac by running commands, reading and writing files, viewing the screen, driving app UIs, and accessing everyday apps through an OpenAI Secure MCP Tunnel while keeping machine-specific details local.

Enables AI agents to see, find, and click real UI elements on Windows with sub-pixel accuracy across mixed-DPI multi-monitor setups, even in apps that expose no accessibility tree, by routing requests across Win32, UIA, OCR, and pixel/template backends. Also provides window control, clipboard and recipe-driven automation, quiet clicks that avoid moving the cursor or changing focus, and built-in setup/diagnostic tooling for Claude Code, Claude Desktop, and Codex.

A Python-based MCP server for local Windows diagnostics, task management, cleanup, hardware inspection, security checks, and administrative workflows.

Enables AI to directly control Cheat Engine for process attachment, memory scanning, reading/writing, address list management, speed hack, Lua/Auto Assembler execution, and CT file management via the MCP protocol.