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"Automating Testing and Debugging for LLMs in Production" matching MCP servers:

  • Proxmox MCP Server

    Cronus87
    A
    license
    -
    quality
    -
    maintenance
    An enterprise-grade management tool that enables Claude Code to securely interact with Proxmox VE for full VM and LXC container management. It provides single-command installation and comprehensive security controls for production-ready deployments.
    Last updated
    2

  • VMware-Monitor

    zw008
    A
    license
    A
    quality
    A
    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.
    Last updated
    27
    9
    MIT

  • GhostDesk

    YV17labs
    F
    license
    A
    quality
    B
    maintenance
    A virtual Linux desktop as an MCP server, shipped in Docker. Agents drive screen, mouse, keyboard across any GUI — browsers, IDEs, office suites, Wine/Windows apps, legacy software — many in parallel.
    Last updated
    12
    136

  • Veeam AIops

    AIops-tools
    A
    license
    A
    quality
    A
    maintenance
    AI-powered Veeam Backup & Replication operations MCP server with tools for managing jobs, restores, sessions, and repositories, featuring built-in governance, audit logging, and safety controls.
    Last updated
    25
    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.
    Last updated
    19
    12

  • proxmox-mcp

    akmalovaa
    A
    license
    A
    quality
    A
    maintenance
    Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and snapshots. Read-only by default, single Docker image, multi-arch.
    Last updated
    38
    2
    MIT

  • jlab-mcp

    kdkyum
    F
    license
    A
    quality
    B
    maintenance
    An MCP server that enables LLMs to execute Python code on GPU-accelerated compute nodes within SLURM-managed HPC environments. It bridges local clients to remote clusters by launching JupyterLab sessions via SLURM jobs to facilitate high-performance notebook-based computation.
    Last updated
    7

  • vphone-mcp

    pluginslab
    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.
    Last updated
    17
    23

  • 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.
    Last updated
    2
    100
    13
    Apache 2.0

  • Spotinst MCP Server

    arnstarn
    A
    license
    A
    quality
    B
    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.
    Last updated
    39
    1
    MIT

  • homebutler

    Higangssh
    A
    license
    A
    quality
    B
    maintenance
    All-in-one homelab management MCP server. Docker monitoring, volume backup/restore (with compose and env files), Wake-on-LAN, network scanning, and multi-server SSH management.
    Last updated
    23
    164
    MIT