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"Resources or tools for conducting in-depth research" matching MCP servers:

  • 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

  • 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

  • MCP Desktop Tools

    K1ta141k
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that provides Claude with comprehensive desktop automation capabilities including browser control, window management, and native mouse/keyboard input on Windows. It enables users to capture screenshots, launch applications, and interact with the system clipboard through natural language.
    20

  • MCP Custom Tools Server

    SergiFuster
    A
    license
    B
    quality
    D
    maintenance
    A comprehensive MCP server with 30+ custom tools organized into categories: date/time operations, file management, system information, text processing, and web operations. Enables async communication with robust error handling and flexible CLI integration.
    31
    1
    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
    356
    MIT

  • truenas-aiops

    AIops-tools
    A
    license
    A
    quality
    A
    maintenance
    AI-powered MCP server for TrueNAS SCALE storage operations with governance and safety features, enabling management of pools, datasets, snapshots, disks, alerts, and services.
    25
    MIT

  • macOS Tools MCP Server

    Zhuoli
    F
    license
    A
    quality
    D
    maintenance
    Provides read-only access to native macOS system utilities including disk management, battery status, network configuration, and system profiling through terminal commands. Enables users to retrieve system information and diagnostics from macOS machines via standardized MCP tools.
    5

  • ABAQUS MCP Server for GUI

    jianzhichun
    A
    license
    Not graded
    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).
    105
    MIT

  • Filesystem MCP Server for WSL

    webconsulting
    A
    license
    Not graded
    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

  • Smooth Operator Agent Tools

    fstandhartinger
    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

  • 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
    422
    MIT

  • mcp-mcp-locks

    mattbaylor
    A
    license
    A
    quality
    C
    maintenance
    Wraps the mcp-locks CLI to expose coordination primitives as MCP tools, enabling multiple AI agents to claim, release, and list exclusive OS resources like browser profiles.
    6
    MIT

  • DateTime MCP Server

    ai-mcp-garage
    F
    license
    A
    quality
    Not graded
    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