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"MCP server that acts as a professor/teacher for AI agents" matching MCP servers:

  • docker-helper-ai-mcp

    CSOAI-ORG
    A
    license
    -
    quality
    A
    maintenance
    Docker Helper MCP server that provides tools for automating Docker tasks such as generating Dockerfiles, parsing docker-compose files, and optimizing images.
    12
    MIT

  • CO2 Sensor MCP Server

    cyberomusubi
    F
    license
    -
    quality
    D
    maintenance
    A Node.js application that provides a JSON-RPC interface to interact with CO2 sensor data, working in both simulation mode and with real Raspberry Pi Pico hardware connections.
    3

  • Proxmox MCP Server

    NightSquawk
    A
    license
    A
    quality
    B
    maintenance
    MCP server for Proxmox VE and Proxmox Datacenter Manager, covering every API endpoint via six consolidated tools for list, describe, and call operations with a read-only safety gate.
    6
    14
    1
    AGPL 3.0

  • k8s-mcp-server

    AmazingYe-oss
    F
    license
    A
    quality
    B
    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

  • hetzner-mcp-server

    nityeshaga
    A
    license
    A
    quality
    D
    maintenance
    Enables Claude Code to manage Hetzner Cloud servers, including creating, deleting, powering on/off, and rebooting servers, as well as managing SSH keys and listing resources.
    14
    19
    1
    MIT

  • 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

  • mcp-server-wslc

    aihuali213
    A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to manage WSL containers and images via the wslc CLI, supporting container lifecycle, network, volume, and registry operations through natural language.
    28
    16
    ISC

  • 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

  • Nutanix MCP Server

    jkmills
    A
    license
    B
    quality
    C
    maintenance
    Enables AI assistants to manage Nutanix infrastructure via Prism Central and Prism Element APIs, including VM operations, cluster management, networking, and as-built report generation.
    28
    AGPL 3.0

  • docker-mcp-server

    friendlygeorge
    A
    license
    B
    quality
    A
    maintenance
    Enables AI agents to manage Docker containers, images, Compose stacks, health checks, and logs through a unified MCP interface, ensuring containers stay running with self-healing capabilities.
    31
    100
    5
    MIT