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"How to view or understand console logs in programming" matching MCP servers:

  • MCP Console Automation Server

    ooples
    A
    license
    -
    quality
    C
    maintenance
    Enables AI assistants to fully interact with console applications, monitor output, detect errors, and automate terminal workflows across multiple sessions. Similar to how Playwright works for web browsers but for command-line interfaces.
    138
    44
    MIT
  • ghost-in-the-droid by ghost-in-the-droid

    ghost-in-the-droidofficial

    ghost-in-the-droid
    A
    license
    B
    quality
    A
    maintenance
    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.
    66
    310
    MIT

  • Claude Mobile

    AlexGladkov
    A
    license
    B
    quality
    A
    maintenance
    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.
    14
    17
    350
    MIT

  • Electron Terminal MCP Server

    nexon33
    A
    license
    C
    quality
    C
    maintenance
    A Model Context Protocol server that enables clients to interact with a system terminal running in an Electron application, allowing for executing commands, managing terminal sessions, and retrieving output programmatically.
    5
    5
    MIT

  • 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
    430
    MIT
  • ContextPulse by ContextPulse

    ContextPulseofficial

    ContextPulse
    A
    license
    A
    quality
    C
    maintenance
    Lets AI assistants understand what you're working on — current screen content, recent dictation, clipboard, and saved notes — running entirely on your own machine with nothing sent to the cloud.
    36
    1
    AGPL 3.0
  • Glasswarp by glasswarp

    Glasswarpofficial

    glasswarp
    A
    license
    A
    quality
    B
    maintenance
    Allow AI agents to see and control a real Windows PC you own: observe (UIA + screenshots), click/type/drag/scroll, launch apps, owner Live View. BYOH — your machine, your key.
    8
    16
    Apache 2.0

  • jobd

    musharna
    A
    license
    A
    quality
    A
    maintenance
    jobd is a self-hostable, GPU-aware job broker that queues and routes shell commands across your own machines — picking workers by available VRAM and tool tags, streaming logs back, and surviving across sessions. It ships native MCP integration, so agents can submit, monitor, and control long-running or GPU jobs as tools.
    9
    4
    MIT

  • AI Process Manager

    aipm-engine
    A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to query Windows process, window, and console information via structured JSON instead of screenshots, reducing token usage by 94-98%.
    20
    56
    1
    MIT

  • MCP AppleScript

    pietz
    A
    license
    A
    quality
    C
    maintenance
    Enables Large Language Models to automate macOS applications and execute AppleScript commands through natural language. It features built-in security protections including application allowlists and dangerous pattern detection to prevent unauthorized or risky system operations.
    2
    MIT

  • mcp-systemctl

    rileylsmith1997
    F
    license
    A
    quality
    C
    maintenance
    An MCP server that reports on and manages systemd services using systemctl and journalctl, enabling service listing, status, logs, and control operations.
    5

  • powershell-mcp

    IMRRD
    A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to run PowerShell commands and manage Windows services without intrusive console windows, while also supporting remote execution via SSH and WinRM.
    10
    33
    MIT

  • Android DevTools MCP

    xleepy
    A
    license
    A
    quality
    C
    maintenance
    Enables an agent to inspect and interact with Android emulators or physical devices via ADB, capturing UI snapshots, tapping nodes, typing text, and reading app logs.
    10
    MIT