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"Resources for improving coding skills and debugging code" 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

  • Skills MCP AD

    DevSkillsIT
    A
    license
    -
    quality
    C
    maintenance
    A production-ready MCP server that enables AI assistants to manage enterprise Active Directory environments through 45 specialized tools for users, groups, and GPOs. Its multi-client architecture allows for the secure management of multiple AD domains from a single codebase using natural language commands.
    3
    MIT

  • mcp-for-money-money

    shaack
    A
    license
    A
    quality
    C
    maintenance
    A small MCP server that wraps MoneyMoney on macOS via AppleScript, exporting account lists and transactions (bookingDate, amount, name, purpose) as plists for invoice reconciliation, complementing a companion Apple Mail server.
    2
    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

  • ABAQUS MCP Server for GUI

    jianzhichun
    A
    license
    -
    quality
    D
    maintenance
    A server that enables programmatic interaction with an already running Abaqus/CAE GUI application, allowing users to execute Python scripts and retrieve message logs through the Model Context Protocol (MCP).
    102
    MIT

  • Filesystem MCP Server for WSL

    webconsulting
    A
    license
    -
    quality
    D
    maintenance
    Node.js server implementing Model Context Protocol that enables seamless interaction between Windows and Linux distributions under WSL, allowing file operations like reading, writing, searching, and managing files across the WSL filesystem from Windows.
    36
    14
    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.

  • DroidMind

    hyperb1iss
    A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server that enables AI assistants to control and interact with Android devices, allowing for device management, app debugging, system analysis, and UI automation through natural language commands.
    8
    427
    Apache 2.0

  • Tmux MCP Server

    MediocreTriumph
    A
    license
    A
    quality
    D
    maintenance
    Enables programmatic control over tmux terminal sessions for SSH access, command execution, and terminal automation. Supports creating sessions, sending commands, capturing output, and managing multiple panes for interactive debugging and monitoring.
    8
    10
    MIT

  • mcp-qemu-lab

    Kevin4562
    F
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server for conducting Linux binary analysis and guest system forensics within QEMU virtual machines. It enables automated VM lifecycle management, memory dumping, and interactive debugging workflows for analyzing processes and artifacts.
    22
    2

  • Foreman MCP Server

    ofedoren
    A
    license
    C
    quality
    D
    maintenance
    Enables interaction with Foreman infrastructure management platform through MCP tools, prompts, and resources. Supports querying host information, security updates, and accessing Foreman data via natural language.
    4
    GPL 3.0