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"Understanding Gemini Thinking or Personality Traits" matching MCP servers:

  • MCP Ping Server

    c3budiman
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides a ping tool to check connectivity and measure latency to any hostname or IP address across platforms.
    9
    MIT

  • mcp-everything-search

    guodaxia9527
    A
    license
    Not graded
    quality
    C
    maintenance
    A high-performance Model Context Protocol (MCP) server built for Windows. Leveraging the native Everything SDK, it provides AI models (like Claude, GPT, Gemini) with millisecond-speed file searching, statistical analysis, and disk usage insights.
    MIT

  • Wayland MCP Server

    kurojs
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to automate Wayland desktop environments through screenshot analysis, mouse control, and keyboard input simulation. It supports visual context via VLM providers like Gemini and OpenRouter to perform complex, multi-step desktop actions.
    6
    GPL 3.0

  • OmniMCP

    OpenAdaptAI
    A
    license
    Not graded
    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

  • WinAutoWx

    iflow-mcp
    F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server for automating WeChat on Windows, enabling sending messages to friends or groups and exporting UI controls via natural language.

  • 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
  • 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

  • PeepIt MCP

    MantisWare
    A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to capture and analyze screenshots of macOS applications, windows, or the entire screen using local (Ollama) or cloud-based AI vision models, with non-intrusive, fast screen capture via Apple's ScreenCaptureKit.
    3
    11
    2
    MIT

  • 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

  • whats-running-mcp

    stcmain
    A
    license
    A
    quality
    A
    maintenance
    Provides AI agents with real-time ground truth about what's actually running on the machine, including live agent sessions, listening TCP ports, loaded daemons, and system stats. It reads directly from the OS via fixed commands, ensuring agents never rely on stale docs or transcripts.
    5
    167
    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

  • nix-agent

    JEFF7712
    A
    license
    A
    quality
    A
    maintenance
    A local MCP server for trusted NixOS automation that enables inspecting files, applying patch sets, and validating/switching NixOS or Home Manager configurations.
    7
    16
    MIT

  • MCP Simple Timeserver

    andybrandt
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that allows checking local time on the client machine or current UTC time from an NTP server
    2
    34
    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

  • MCP Homescan Server

    aplaceforallmystuff
    A
    license
    A
    quality
    D
    maintenance
    Enables local network discovery and security scanning to identify connected devices, manufacturers, and potential risks. It allows users to track network changes and export inventories into Markdown or Obsidian-compatible formats.
    7
    10
    1
    MIT

  • adb-mcp

    iksnerd
    A
    license
    A
    quality
    A
    maintenance
    Drives an Android emulator or a physical device over adb. The agent screenshots, reads the UI hierarchy with true device-pixel coordinates, taps and types, manages app lifecycle, reads logcat, and runs Gradle builds and tests.
    78
    2
    MIT