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  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables safe operation of Pterodactyl panel services through AI-driven monitoring, log and crash analysis, cross-server incident investigation, and selective remediation with approval workflows and automatic rollback.
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables management of Podman containers, pods, images, and compose stacks via natural language, with support for container stats, logs, exec, health analysis, and a web dashboard.
    1
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables comprehensive benchmarking and performance monitoring of OpenShift clusters using OVN-Kubernetes networking through automated data collection, AI-powered analysis, and report generation. Provides intelligent insights into cluster performance, bottleneck detection, and optimization recommendations.
    -
  • A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol server for the resQ emergency response system that integrates with digital twin simulations and coordination engines. It allows users to trigger simulations, generate deployment strategies, and monitor real-time drone status for incident response analysis.
    3
    2
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI-assisted management of vCenter Server and standalone ESXi hosts, including lifecycle, deployment, guest operations, cluster management, datastore browsing, alarms, and investigations through natural language.
    60
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    An MCP server that enables natural language querying and troubleshooting of Kubernetes clusters, supporting multi-cluster switching and providing tools for pods, nodes, events, and logs.
    8
    -
  • F
    license
    A
    quality
    D
    maintenance
    Read-only MCP adapter for the Dockhand REST API, enabling secure querying of container environments, networks, stacks, and runtime status via STDIO or authenticated HTTP.
    8
    1
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables management of Proxmox VE virtual environments (VMs, containers, storage, snapshots, etc.) through natural language via MCP, with async task polling for reliable write operations.
    16
    74 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI to observe and control the DOS game Master of Orion 2 by reading emulator memory and simulating mouse/keyboard input.
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An OpenAPI-driven MCP server for Proxmox VE that provides 2 generic tools to execute any of 480+ API operations dynamically, plus tools for executing commands inside VMs and containers, saving ~95% tokens.
    4
    21 npm
    Apache 2.0
  • F
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to remotely control Sipeed NanoKVM hardware for BIOS-level management of servers and headless machines. It provides tools for power control, keyboard and mouse emulation, screen capture, and ISO image mounting via the Model Context Protocol.
    19
    14
    -
  • A
    license
    A
    quality
    A
    maintenance
    Lets AI agents read what Kubernetes containers were doing right before they were OOMKilled or crashed: Java heap histograms and Go heap profiles taken before the kill, logs of the dead instance, and core dumps matched to the pod. Read-only tools to list captures, read summaries and raw evidence, and see which containers are near their memory limit now.
    4
    3
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables headless control of a DOSBox-X guest, including memory reading and patching, framebuffer capture, input injection, and live code tracing without interfering with the host desktop.
    26
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables management of LunaNode VPS resources including VMs, images, volumes, floating IPs, SSH keys through natural language with tiered safety controls.
    12
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to manage standard AutoDL container instances through natural language: powering them on (including a no-GPU mode), powering them off, and checking instance and background job status. When GPUs are out of stock, power-on requests keep retrying in the background with exponential backoff until the instance starts.
    9
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables programmatic control and AI-driven E2E testing of iOS virtual machines by exposing display, touch input, and navigation tools. It provides hardware key emulation, app navigation, and raw touch interactions with inline screenshot feedback for real-time visual context.
    17
    92
    -
  • A
    license
    A
    quality
    D
    maintenance
    Control and automate FlexSim simulations through AI assistants like Claude, enabling manufacturing and warehouse digital twin analysis, parameter studies, and real-time model manipulation via tools for opening models, running simulations, evaluating FlexScript, and exporting results.
    15
    9
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables safe management of Vultr VPS instances, including listing resources, previewing and creating instances with cost limits, and performing mutations like reboot and delete only after exact confirmation.
    15
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables management of Proxmox VE infrastructure via its REST API and execution of commands inside LXC containers via SSH, with built-in trust layers for planning, audit, undo, and diagnosis.
    6
    740 PyPI
    64
    AGPL 3.0
  • F
    license
    A
    quality
    D
    maintenance
    Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing nodes, VMs, templates, power actions, and creation of LXC containers and VMs through the Proxmox REST API.
    10
    54 npm
    -
  • 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
    D
    maintenance
    Provides secure access to containerized build environments for software projects, enabling AI assistants to execute builds, run tests, manage git operations, and inspect build artifacts without requiring local installation of dependencies.
    6
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables programmatic control of a PNETLab network-emulation lab via natural language, allowing users to build topologies, wire links, push device configs, and boot the lab through an LLM agent.
    31
    5
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables AI assistants to manage Docker containers, images, networks, and volumes through a standardized interface. It supports comprehensive operations like container lifecycle management and image pulling while ensuring correct handling of command and environment variable arrays.
    12
    9 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Exposes a HashiCorp Nomad cluster as MCP tools for AI agents, enabling read-only inspection of jobs, allocations, nodes, and deployments, with optional write operations like stopping jobs, scaling task groups, restarting allocations, and registering jobs.
    12
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables management of GNOME Boxes virtual machines through libvirt/virsh with lifecycle and snapshot operations.
    13
    12 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to connect to and control a Virtual Private Server via SSH. It provides a comprehensive suite of tools for remote file system operations, session management, and shell command execution.
    10
    5 npm
    2
    ISC