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"Understanding Batch Processing in Computing or Operations" matching MCP servers:

  • rarcane

    dinglebear-ai
    A
    license
    -
    quality
    A
    maintenance
    MCP server for managing Docker containers, images, networks, volumes, and Compose projects via Arcane, exposing a single 'arcane' tool for read/write operations over stdio or HTTP.
    2
    AGPL 3.0

  • JetsonMCP

    ajeetraina
    A
    license
    -
    quality
    D
    maintenance
    Connects AI assistants to NVIDIA Jetson Nano systems for edge computing management, enabling natural language control of AI workloads, hardware optimization, and system administration tasks.
    7
    MIT

  • Azure HPC/AI MCP Server

    edwardsp
    F
    license
    -
    quality
    D
    maintenance
    Enables users to query Azure HPC/AI Kubernetes clusters for GPU node information and InfiniBand topology details through kubectl commands. Provides tools to list GPU pool nodes with their status and retrieve network topology labels for high-performance computing workloads.

  • Kustomize MCP

    mbrt
    F
    license
    -
    quality
    D
    maintenance
    An MCP server designed to help AI models refactor Kubernetes configurations by analyzing Kustomize dependencies and rendering manifest diffs across environments. It provides tools for computing file dependencies, rendering overlays, and comparing configuration changes through a checkpointing system.

  • vSphere MCP Server

    akshyaganesh
    F
    license
    -
    quality
    D
    maintenance
    Enables AI agents to manage VMware vSphere virtual infrastructure through comprehensive operations including VM power control, snapshot management, resource monitoring, performance analytics, and bulk operations with built-in safety confirmations for destructive actions.

  • Tidesman

    JeronimoColon
    F
    license
    -
    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

  • VMware-Monitor

    vmware-skills
    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.
    27
    11
    MIT

  • k8s-ops-mcp-server

    harish235
    F
    license
    A
    quality
    C
    maintenance
    Connects Claude Desktop to any Kubernetes cluster, enabling natural language queries for diagnostics and operations such as listing pods, viewing logs, scaling deployments, and more.
    8

  • YuniKorn MCP Server

    frenoid
    F
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server that interfaces with the Apache YuniKorn Scheduler, allowing AI agents to observe and reason about Kubernetes batch workload resource management, queue hierarchies, and application states.
    7
    10

  • Veeam AIops

    AIops-tools
    A
    license
    A
    quality
    B
    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.
    25
    MIT

  • 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

  • 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

  • Docker & Kubernetes MCP Server

    TrivCodez
    A
    license
    B
    quality
    B
    maintenance
    Enables AI assistants to manage Docker containers and Kubernetes resources through natural language, supporting operations like container management, image building, and pod/deployment/service management.
    9
    MIT

  • 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

  • DevContainer MCP Server

    Siddhant-K-code
    A
    license
    B
    quality
    D
    maintenance
    Enables AI-powered creation, configuration, and management of DevContainer environments using natural language prompts. Supports 11+ templates for popular development stacks and provides container lifecycle operations through VS Code, Cursor, or any MCP-compatible editor.
    6
    2
    MIT

  • Multi-Cluster MCP Server

    yanmxa
    F
    license
    B
    quality
    F
    maintenance
    A gateway for Generative AI systems to interact with multiple Kubernetes clusters through Model Context Protocol, enabling comprehensive Kubernetes resource operations and multi-cluster management.
    4
    57
    4