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"Understanding the Purpose of Research" matching MCP servers:

  • LudusMCP

    Darkstar326
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that enables management and deployment of Ludus lab environments through natural language commands. It provides comprehensive tools for range lifecycle management, configuration validation, and documentation research within virtualized training infrastructures.
    5
    GPL 3.0

  • Tidesman

    JeronimoColon
    F
    license
    Not graded
    quality
    A
    maintenance
    A free native MCP server for running, understanding, and debugging Linux containers on macOS using Apple's container tool, with audit trail and configurable safety modes.
    6

  • dockhand-readonly-mcp

    cgfm
    F
    license
    A
    quality
    B
    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

  • proxmox-mcp-server

    k-krawczyk
    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
    48
    1
    MIT

  • moo2-mcp

    rapaul
    A
    license
    A
    quality
    B
    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

  • NanoKVM MCP Server

    scgreenhalgh
    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
    13

  • Proximo

    john-broadway
    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.
    7
    38
    Apache 2.0

  • lunanode-mcp

    Burntberry
    A
    license
    A
    quality
    B
    maintenance
    Enables management of LunaNode VPS resources including VMs, images, volumes, floating IPs, SSH keys through natural language with tiered safety controls.
    12
    MIT

  • Vultr Codex MCP

    wzyonline-1999
    A
    license
    A
    quality
    C
    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

  • proxmox-mcp

    Lyncee
    A
    license
    A
    quality
    C
    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
    17
    MIT

  • PNETLab MCP Server

    omichelbraga
    A
    license
    A
    quality
    C
    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
    Apache 2.0

  • Spotinst MCP Server

    arnstarn
    A
    license
    A
    quality
    C
    maintenance
    An MCP server for the Spot.io API that enables management of AWS and Azure Ocean clusters across multiple accounts. It provides tools for cluster inventory, node management, cost analysis, and scaling operations through natural language.
    39
    1
    MIT

  • boxes-mcp

    btafoya
    A
    license
    A
    quality
    D
    maintenance
    Enables management of GNOME Boxes virtual machines through libvirt/virsh with lifecycle and snapshot operations.
    13
    MIT

  • DuploCloud Docker MCP Server

    robford-brookai
    A
    license
    B
    quality
    Not graded
    maintenance
    Enables comprehensive management of DuploCloud infrastructure, including tenants, services, hosts, databases, and storage. It provides tools for lifecycle operations on cloud resources like ECS tasks and S3 buckets through the Model Context Protocol.
    31

  • OpenSimulator MCP Server

    sanchorelaxo
    F
    license
    B
    quality
    D
    maintenance
    Enables control of OpenSimulator virtual world servers through console commands, supporting region management, user administration, terrain editing, object manipulation, and HyperGrid operations via the REST console API.
    3

  • hcloud-mcp

    Xodus-CO
    A
    license
    C
    quality
    D
    maintenance
    A Model Context Protocol server for the Hetzner Cloud API that enables natural language management of cloud infrastructure. Users can list, create, and modify servers, networks, volumes, and load balancers through MCP-compatible clients.
    67
    15
    MIT