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  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manage node pools, and retrieve server configurations. It includes automated scripts for deploying and testing sample applications across multiple GKE Autopilot clusters.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to manage Google Cloud Batch HPC jobs and Compute Engine VMs through conversational prompts, including submitting jobs, provisioning instances, and retrieving diagnostics.
    -
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that exposes Runloop Devbox operations as tools, enabling AI agents to create and manage Linux sandboxes, execute commands, edit files, snapshot disks, and drive interactive PTY sessions.
    16
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP clients to manage disposable cloud Linux machines by creating and controlling them, executing commands, reading and writing files, creating snapshots, publishing ports, and issuing SSH tokens.
    30
    4
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables management of Sprite VMs through interactive dashboards and terminal interfaces. It allows users to execute commands, create filesystem snapshots, transfer files, and manage VM lifecycles via natural language.
    11
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    An MCP server that lets AI agents manage virtual machines across local and cloud targets, with tools to create machines, run commands, transfer files, and clean up ephemeral instances via natural language.
    11
    15 npm
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Cloud Linux desktops for AI agents. Create a computer, see its screen through screenshots, and drive it with click, type, drag and keys, or hand off a whole task with run_agent. Also hosted with OAuth at https://app.mandala.computer/mcp.
    125
    709 npm
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Provides programmatic access to Xcode functionality, enabling AI assistants to create, build, test, and manage iOS/macOS projects directly.
    33
    10 npm
    5
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Self-hosted Docker sandboxes for coding agents: create a sandbox with its own Docker daemon, deploy a docker-compose stack into it, read and write its files, and get a URL for every app. Tokens can be limited to one sandbox.
    38
    6
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables natural language management of Latitude.sh infrastructure, allowing users to list, create, and delete servers, projects, and SSH keys through MCP-compatible clients.
    51 npm
    4
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to spin up real Linux desktops in Docker and drive them by reading windows, pages, and documents as text and acting with tools like opening apps, running menu commands, filling file dialogs, and exporting files. It exposes these capabilities uniformly over MCP, function calling, HTTP, CLI, and Python/TypeScript SDKs, with token-efficient diffs, code mode, and parallel or forked desktops.
    56 PyPI
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to boot fresh, disposable Windows Sandbox machines, copy and run apps, drive their UI with UI Automation, capture screenshots, inspect crashes, and collect reports. It also supports installer testing, offline execution, and detonation of untrusted files through MCP tool calls.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides AI agents with isolated virtual desktops containing a real Chromium browser, enabling them to see, click, type, and navigate like a human, with features like snapshots and remote control.
    25
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to create isolated Docker runtimes, execute commands, manage workspace files, drive a headed browser, and retrieve artifacts through eight semantic MCP tools, with progressive capability discovery and explicit sandbox lifecycle.
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server for managing Virtualbox and Vagrant virtual machines via a TypeScript interface. It enables users to programmatically create new VMs and monitor their status through simple JSON-RPC tools.
    7
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to create, drive, checkpoint, reset and delete resettable Windows and Ubuntu desktop VMs on Apple Silicon Macs, giving them real desktops to click, type and screenshot in plus shell commands, file transfer and port forwarding. All processing is local, so agents can work in isolated guests without leaving the Mac.
    4
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Exposes tools over stdio that let an AI agent create disposable Docker sandboxes to run commands and stream output, read and write files, and take snapshots, roll them back, fork them, list, and destroy them. It tells the model to snapshot before risky changes so failed attempts can be undone or explored in parallel on self-hosted infrastructure.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients to drive a Pterodactyl game panel over both its client and application API trees, covering servers, files, backups, schedules, databases, subusers, nodes, nests, and an eight-tool wings websocket console suite. Exposes 105 typed tools with a default-deny gate that blocks deletes, reinstalls, suspensions, and kill actions until explicitly allowlisted.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI coding agents to create disposable, isolated Firecracker MicroVM sandboxes on AWS Lambda, execute commands, transfer files, and tear them down when done.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables an AI assistant to drive a Color Computer 3 emulated in MAME, including entering BASIC commands, mounting disk images, capturing screen snapshots, and peeking/poking memory.
    5
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables Claude or any other MCP client to manage a Synology NAS running DSM 7 — system health, disks and storage, files, Container Manager, packages, accounts and shares, security, Photos, Drive, Synology Office and any other DSM API. It handles 2FA through a stored trusted-device token, pins the NAS's certificate before sending credentials, gates tools behind read/write/admin permission tiers, and previews risky changes like deletions or public sharing.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables agents to author Huawei eNSP topologies as .topo files and to read and drive the live console of any running device VM by capturing screenshots and injecting text or named keystrokes through VirtualBox. It also lists the device catalogue with interface index order, validates and opens topologies, and reports which eNSP devices and console channels are available.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables controlling an Ubuntu desktop VM over SSH: run shell commands, open real terminal windows, drive the mouse and keyboard, manage windows, transfer files, and capture genuine screenshots of the screen or a single window. Intended for GUI-dependent work such as security experiments, vulnerability reproduction, form filling, and report illustrations.
    144 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to read, create, and edit Proxmox LXC container and VM Notes through MCP tools, with a preview and snapshot before every write so changes stay reversible.
    MIT