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"Understanding Code Relationships or Dependencies" matching MCP servers:

  • ChatGPT Code

    HardikCoder45
    A
    license
    -
    quality
    B
    maintenance
    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.
    142
    MIT

  • remote-ssh-mcp

    code-pumpkin
    A
    license
    A
    quality
    -
    maintenance
    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.
    7

  • scrcpy-agent

    EF-Code
    A
    license
    B
    quality
    B
    maintenance
    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.
    29
    MIT

  • Apple Shortcuts MCP Server

    Kalypsokichu-code
    F
    license
    -
    quality
    -
    maintenance
    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.

  • mcp-ssh-tool

    skot
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol (MCP) SSH client server that provides autonomous SSH operations for GitHub Copilot and VS Code. Enable natural language SSH automation without manual prompts or GUI interactions.
    20
    MIT

  • qinglong-mcp

    YSJohnson
    A
    license
    B
    quality
    C
    maintenance
    MCP server that lets AI clients manage a Qinglong (qinglong) panel via natural language, covering crons, environment variables, scripts, subscriptions, logs, configs, and dependencies through its Open API.
    42
    MIT

  • snip-mcp

    Alparse
    A
    license
    -
    quality
    D
    maintenance
    An MCP server for capturing screen regions directly into Claude Code conversations via hotkeys or tool calls. It provides Windows-specific screen snipping with multi-monitor support, persistent storage, and automatic management of captured images.
    MIT

  • computer-use

    wimi321
    A
    license
    -
    quality
    C
    maintenance
    Standalone MCP server that gives AI agents full GUI control over macOS — screenshots, mouse, keyboard, apps, clipboard, and multi-display — with zero private dependencies.
    18
    MIT

  • OmniMCP

    OpenAdaptAI
    A
    license
    -
    quality
    C
    maintenance
    A server that provides rich UI context and interaction capabilities to AI models, enabling deep understanding of user interfaces through visual analysis and precise interaction via Model Context Protocol.
    72
    MIT

  • uitars-mcp

    Lxsoftroxs
    A
    license
    -
    quality
    D
    maintenance
    Enables AI coding agents to locate UI elements on screen with exact pixel coordinates using a local UI-TARS-2B vision model. Provides offline GUI grounding with ~1.2s latency on 4.1GB VRAM, eliminating cloud dependencies for computer-use automation.
    MIT

  • WinAutoWx

    iflow-mcp
    F
    license
    -
    quality
    D
    maintenance
    An MCP server for automating WeChat on Windows, enabling sending messages to friends or groups and exporting UI controls via natural language.

  • mcp-test-utils

    JeenyJAI
    F
    license
    -
    quality
    C
    maintenance
    Desktop UI automation for AI agents: screenshots, window management, mouse, keyboard, UI Automation tree, OCR. Single Windows x64 binary, no dependencies.

  • macos-automator-mcp

    schmitzjimmy1-star
    A
    license
    A
    quality
    B
    maintenance
    Lets MCP clients discover and run AppleScript or JavaScript for Automation (JXA) to control macOS applications, inspect the system, or reuse scripts from a bundled knowledge base.
    2
    759
    MIT

  • PeepIt MCP

    MantisWare
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to capture and analyze screenshots of macOS applications, windows, or the entire screen using local (Ollama) or cloud-based AI vision models, with non-intrusive, fast screen capture via Apple's ScreenCaptureKit.
    3
    10
    2
    MIT

  • claude-mux-iterm

    GrigoriLab
    A
    license
    A
    quality
    C
    maintenance
    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.
    6
    MIT