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  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables controlling Android emulators and devices by listing and launching AVDs, rotating screens, capturing screenshots, sending taps/swipes/keys/text, reading device state, and setting foldable postures.
    180 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to bootstrap a self-contained Android SDK and headless emulator from scratch, then debug and test apps through 25 tools covering screenshots, UI-tree inspection, tapping/typing, APK install and launch, shell/file transfer, settings, and logcat. All downloads and emulator state live inside the project folder, so deleting it fully uninstalls the environment.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Local MCP server for Android emulator control, exposing tools to get emulator status, inspect UI tree, capture screenshots, and open App settings via Appium and ADB.
    ISC
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server for managing local Android Virtual Devices (AVDs) and their lifecycles using Android SDK tools. It enables users to create, start, and stop emulators, while providing control over virtual sensors like the accelerometer and gyroscope.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    MCP server for the Agent Platform API, enabling management of sandbox environments through MCP protocol. Exposes tools to interact with sandbox lifecycle operations such as start, stop, and status checks.
    1
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables deploying multiple isolated Odoo MCP connector containers from a single shared codebase, each with its own configuration and credentials for different clients.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables Codex to discover, lease, start, control, and release registered local Android Studio emulators through a 63-tool catalog with readiness checks, screen-state reads, and lease-bound UI automation.
    -
  • A
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    quality
    C
    maintenance
    Enables AI clients speaking MCP over stdio to query a self-hosted Sencho hub read-only, listing nodes, stacks, container health, update and rollback readiness, and fleet health with no write, log, file, or shell tools.
    AGPL 3.0
  • A
    license
    B
    quality
    C
    maintenance
    Enables coding assistants to drive iOS Simulators and Android emulators or USB devices for React Native and Expo work, including taking screenshots, reading app and device logs, opening deep links, installing builds, and launching or relaunching apps. It also supports Android-specific actions such as adb reverse for Metro, opening the dev menu, and tapping or typing on screen.
    20
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI clients to control an Android emulator via MCP, allowing tasks like tapping, typing, swiping, taking screenshots, and installing apps through natural language commands.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables controlling MuMu Player 12 Android emulator on macOS, including emulator lifecycle, app management, UI automation, screen capture, device settings, and ADB shell commands.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides native macOS desktop automation for AI agents, enabling screen capture, mouse/keyboard control, window management, and iOS/Android simulator control in both foreground and background modes without focus stealing.
    5
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables agents and humans to lease exclusive Android emulator sessions for bounded periods via MCP or HTTP, with a live web UI for watching or taking over active sessions.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for generating and configuring development containers from devcontainer.json files, enabling management of devcontainer environments through tools like devcontainer_up, devcontainer_exec, and cleanup.
    12 npm
    8
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    This MCP provides comprehensive tools and resources for MSX software development, testing, and automation through openMSX emulator.
    77
    GPL 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides bounded, observable access to graphical apps, browsers, terminals, Android devices, virtual machines, and SSH hosts through MCP tools, enabling safe automation and app QA.
    109 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to control local Android virtual devices managed by DroidLume, including device lifecycle, app management, UI input, screenshots, and diagnostics through structured MCP tools.
    18 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server to control MuMu Player 12 Android emulator, providing 59 tools for emulator lifecycle, app management, UI automation, screenshots, and more.
    6
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to fully control an Android emulator via MCP, including UI interaction, screenshots, APK installation, logging, and clipboard access, with optional live browser viewing for humans.
    2
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Provisions Docker-based development environments on demand, allowing AI agents to create, manage, and inspect containerized dev environments without manual setup.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Controls Android emulators from any MCP-capable client via ADB and emulator CLI, supporting AVD management, APK operations, screen interactions, and device diagnostics.
    1
    -
  • A
    license
    A
    quality
    B
    maintenance
    Read-only VMware vCenter/ESXi monitoring. 8 MCP tools for VM inventory, host status, datastore capacity, cluster info, alarms, events, and VM details. Code-level enforced safety — no destructive operations exist in the codebase. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.
    33
    1,072 PyPI
    18
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    AI-powered VMware vCenter/ESXi monitoring and operations. 20 MCP tools for inventory queries, health monitoring, VM lifecycle management, fast provisioning (Linked Clone, OVA, template deploy), snapshot management, and datastore browsing. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.
    44
    924 PyPI
    87
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to automate DDEV development environments, including project management, database operations, and executing commands for various CMS frameworks.
    14
    40 npm
    13
    GPL 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables an AI agent to boot and control an Android emulator — tapping, typing, scrolling, inspecting screens, reading logs and installing APKs — and to record those interactions as replayable, CI-ready test flows. Actions are captured by element text or id rather than coordinates, so the saved tests survive layout changes and rerun without the agent.
    18
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to interact with DDEV local development environments by querying databases, managing project states, and executing container commands. It provides comprehensive control over local services with a security-first approach using whitelisted operations.
    5
    40 npm
    3
    GPL 2.0
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server implementation that integrates with the Civo cloud platform API, providing capabilities to manage cloud instances, networks, and Kubernetes clusters.
    19
    10 npm
    3
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Exposes vLLM capabilities to AI assistants, enabling chat completions, model management, and platform-aware container control with automatic detection of Docker/Podman and GPU availability across Linux, macOS, and Windows.
    12
    68 PyPI
    8
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Enables an AI agent to lease its own Android emulator phone and drive it over stdio: reading the screen, tapping, typing, and opening apps, with every action leaving an audit line and screenshot. Leases keep one agent per phone, and a locked phone stays inert until an operator unlocks it on its own screen.
    10
    MIT