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"A guide for data cleaning and analysis in Excel" matching MCP servers:

  • ghost-in-the-droid by ghost-in-the-droid

    ghost-in-the-droidofficial

    ghost-in-the-droid
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    license
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    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
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    license
    A
    quality
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    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

  • Claude Mobile

    AlexGladkov
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    A
    quality
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    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.
    7
    612
    337
    MIT

  • ABAQUS MCP Server for GUI

    jianzhichun
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    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).
    105
    MIT

  • Filesystem MCP Server for WSL

    webconsulting
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    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

  • arch-mcp

    nihalxkumar
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    A
    quality
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    maintenance
    Arch MCP provides three main capabilities: * Access to Arch Wiki, AUR packages, official repos, and installed packages * Search, analyze, and securely install packages with built-in 50+ safety checks * Guided workflows for troubleshooting, security audits, and dependency analysis
    22
    53
    GPL 3.0

  • System Information MCP Server

    ai-mcp-garage
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    quality
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    maintenance
    Provides comprehensive system diagnostics and hardware analysis through 10 specialized tools for troubleshooting and environment monitoring. Offers targeted information gathering for CPU, memory, network, storage, processes, and security analysis across Windows, macOS, and Linux platforms.
    10

  • Moom MCP Server

    itrimble
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that enables programmatic control of Moom window layouts on macOS through natural language commands in Claude Desktop.
    11
    MIT

  • Sys8 MCP Server

    Angry-Robot-Deals
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    license
    B
    quality
    D
    maintenance
    Provides deterministic system information and developer utilities including date/time operations, OS details, math calculations, random data generation, hashing, text formatting, data validation, encoding/decoding, and log analysis.
    20
    MIT

  • Windows Forensics MCP Server

    x746b
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    quality
    C
    maintenance
    Enables AI-assisted Windows digital forensics analysis including parsing Windows Event Logs (EVTX), analyzing registry hives (SAM, SYSTEM, SOFTWARE), and remotely collecting artifacts via WinRM with built-in security queries and forensic reference data.
    6
    43
    19
    MIT

  • Shell MCP Server

    blazickjp
    A
    license
    B
    quality
    F
    maintenance
    A secure server that enables AI applications to execute shell commands in specified directories, supporting multiple shell types (bash, sh, cmd, powershell) with built-in security features like directory isolation and timeout control.
    1
    21
    Apache 2.0

  • 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

  • mcp-server-mint

    dzg-studio
    A
    license
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    quality
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    maintenance
    Enables AI agents to use Mint as a safety layer for file operations on macOS, providing storage growth analysis, cleanup suggestions, and journaled, reversible deletions via MCP tools.
    0
    MIT