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"Latest API Documentation for Language Models" matching MCP servers:

  • MCP-Ambari-API

    call518
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    maintenance
    Manage and monitor Hadoop clusters via Apache Ambari API, enabling service operations, configuration changes, status checks, and request tracking through a unified MCP interface for simplified administration. * Guide: https://call518.medium.com/llm-based-ambari-control-via-mcp-8668a2b5ffb9
    Last updated
    30
    1
    MIT

  • Hetzner Cloud MCP Server —

    wbf-solutions
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    license
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    quality
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    maintenance
    Open-source MCP server for managing Hetzner Cloud infrastructure with two management layers: * Layer 1 — Hetzner Cloud API (35 tools): Server power control, metrics, snapshots, backups, firewalls, DNS zones and records, rescue mode, server rebuild and rescale. Works even when the server OS is unresponsive. * Layer 2 — SSH (25 tools): Service management (systemd), Nginx config and reload,
    Last updated
    MIT

  • libvirt-mcp-server

    coolnyx
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    quality
    D
    maintenance
    Enables AI models to securely query and manage virtual machines and virtualized resources via the libvirt API through the Model Context Protocol.
    Last updated
    1
    MIT

  • Docker MCP Server

    zaycruz
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    Facilitates isolated code execution within Docker containers, enabling secure multi-language script execution and integration with language models like Claude via the Model Context Protocol.
    Last updated
    5
    MIT

  • LudusMCP

    Darkstar326
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    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.
    Last updated
    5
    GPL 3.0

  • vps-mcp

    ereskovsky
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    quality
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    maintenance
    MCP server for managing VPS servers via SSH, enabling command execution, file transfer, Docker management, and server documentation from within Claude.
    Last updated
    31
    ISC

  • dockhand-mcp

    markhaines
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    license
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    quality
    F
    maintenance
    Exposes the Dockhand Docker management API as tools for LLMs, enabling container, stack, image, volume, and network management via natural language.
    Last updated
    3
    MIT

  • STK-MCP

    alti3
    F
    license
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    quality
    F
    maintenance
    An MCP server that enables Large Language Models or other MCP clients to interact with Ansys/AGI STK (Systems Tool Kit), allowing users to control STK Desktop simulations programmatically or via natural language.
    Last updated
    42

  • K8s_MCP

    Dousery
    F
    license
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    quality
    D
    maintenance
    An Model Context Protocol server that lets language models directly manage and visualize Kubernetes clusters through safe, high-level operational tools.
    Last updated
    1

  • zRobot WSAPI MCP Server

    thirrukumar
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    quality
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    maintenance
    MCP server for IBM Z Hardware Management Console Web Services API integration with Bob AI, enabling management of HMC systems and partitions through natural language.
    Last updated

  • VMware-Monitor

    zw008
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    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

  • pve-mcp

    tiancode
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    license
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    quality
    C
    maintenance
    MCP server for managing Proxmox VE resources, VM/CT lifecycle, snapshots, backups, and clones via natural language.
    Last updated
    23
    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.
    Last updated
    8

  • VMware-AIops

    zw008
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    license
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    quality
    A
    maintenance
    AI-powered VMware vCenter/ESXi monitoring and operations. 20 MCP tools for inventory queries, health monitoring, VM lifecycle management, fast provisioning (Linked Clone, OVA, template deploy), snapshot management, and datastore browsing. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.
    Last updated
    44
    63
    MIT

  • proxmox-mcp-server

    k-krawczyk
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    license
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    quality
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    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.
    Last updated
    16
    77
    1
    MIT