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104,714 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,839 matching servers on stars, growth, downloads and maintenance. Updated .

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"Learning to Create an Expert Python Program to Exit GitHub" matching MCP servers:

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  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to control and interact with a local Windows computer through authenticated MCP tools, including file operations, shell commands, process management, HTTP requests, and system/media inspection.
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  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to securely connect to and manage remote servers via SSH, with tools for running commands, file operations, log inspection, service management, and system monitoring under configurable access controls and audit logging.
    12
    11 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to manage a Canonical Landscape estate, including inventory, alerts, patching, and script execution, with built-in safety layers to prevent accidental destructive actions.
    19
    1
    MIT
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    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.
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  • A
    license
    Not graded
    quality
    D
    maintenance
    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.
    2
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    This MCP server enables an AI agent to control a Windows PC through human-like interactions such as screen capture, OCR, mouse, keyboard, and navigation, without using shortcut APIs.
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  • A
    license
    A
    quality
    C
    maintenance
    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.
    11
    7 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to read, search, and create notes in Apple Notes on macOS via JXA, with fast bulk operations and a compact schema.
    7
    8 npm
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to run Google Antigravity CLI (agy) as durable, detached asynchronous jobs with a permission gate and broker-computed verdicts that do not trust agy's own exit code.
    9
    11 npm
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Enables an MCP client to observe and control a text-mode DOS system via a Python bridge, supporting keyboard input and screen capture.
    8
    -
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables AI assistants to control iTerm2 sessions, windows, tabs, and profiles using the official iTerm2 Python API. It includes a security model with session tagging and tiered permissions to ensure safe and controlled terminal interactions.
    40
    1
    MIT