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"Understanding Code Relationships and 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.

  • 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

  • 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

  • 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.

  • mcp-clipboard

    cmeans
    A
    license
    A
    quality
    B
    maintenance
    MCP server that reads and writes the system clipboard — tables, text, code, JSON, URLs, images, and more. Preserves spreadsheet structure (rows/columns) that is lost when pasting into Claude directly.
    4
    4
    Apache 2.0

  • 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

  • Computer Use MCP Server

    SebastianBaltes
    F
    license
    A
    quality
    D
    maintenance
    Enables Claude Code to interact with Linux X11 desktops by performing mouse actions, keyboard input, and capturing screenshots. It provides a suite of tools for automation tasks such as clicking, typing, and zooming on specific screen regions.
    16

  • DateTime MCP Server

    ai-mcp-garage
    F
    license
    A
    quality
    -
    maintenance
    Provides timezone-aware date and time information with configurable time formats and timezone support. Enables users to get current date and time in their preferred timezone and format through simple MCP tools.
    2

  • Things MCP Server

    wbopan
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that allows AI assistants like Claude Code, Claude Desktop, and Cursor to interact with Things.app on macOS, enabling task creation, updates, viewing, scheduling, and organization through natural language.
    6
    13
    3
    MIT

  • cnc-fluidnc-mcp

    WhitneyDesignLabs
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables Claude to control CNC routers running FluidNC firmware using natural language. It provides 27 tools for monitoring status, jogging axes, executing G-code, and managing SD card files and machine configurations.
    27
    MIT

  • CNCjs MCP Server

    brs077
    A
    license
    A
    quality
    D
    maintenance
    Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-based CNC machines. It provides a comprehensive toolset for managing G-code jobs, machine movement, and safety operations through natural language.
    30
    1
    MIT