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"Architecture for automating quality assurance with services" matching MCP servers:

  • nandi-proxmox-mcp

    NANDI-Services
    A
    license
    Not graded
    quality
    A
    maintenance
    An open-source MCP server for managing Proxmox environments, including nodes, virtual machines, and containers. It enables users to perform inventory checks, status monitoring, and control operations directly through MCP-compatible tools.
    610
    MIT

  • CO2 Sensor MCP Server

    cyberomusubi
    F
    license
    Not graded
    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

  • dockerbro

    ramanailearning-cpu
    A
    license
    B
    quality
    C
    maintenance
    MCP server for managing Docker containers, images, and Compose services via natural language, with configurable tool permissions and safety annotations.
    16
    MIT

  • gns3-mcp

    Olaw2jr
    A
    license
    C
    quality
    A
    maintenance
    Enables AI agents to control GNS3 network emulation labs. Supports building topologies, managing devices, capturing packets, and automating device CLIs.
    100
    MIT

  • Virtualize

    salus-ryan
    A
    license
    Not graded
    quality
    D
    maintenance
    Free, cross-platform VM orchestration for AI workflows with built-in MCP integration, sandboxed code execution, and compliance-ready architecture (SOC 1/2/3, HIPAA, ISO 27001).
    Apache 2.0

  • hive-mcp

    saikodi
    A
    license
    Not graded
    quality
    D
    maintenance
    Transforms idle LAN machines into a unified compute cluster for AI agents to offload CPU-intensive tasks like simulations and backtesting. It provides a broker-worker architecture that integrates with MCP-compatible tools to distribute workloads across a local network.
    5
    MIT

  • kubectl-mcp

    teresa-tran
    A
    license
    Not graded
    quality
    C
    maintenance
    Lets AI agents inspect Kubernetes clusters in plain English, exposing read-only tools for pods, deployments, services, events, and logs, with mock and real backend support.
    MIT

  • mcp-k8s-ephemeral-job

    inhuman
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables running ephemeral Kubernetes Jobs/pods with caller-chosen images and commands, returning results and artifacts while automating cleanup. Supports synchronous and background execution, repository cloning, and strict security controls.
    MIT

  • MCP Docker Server

    tenda-chi
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables secure Docker command execution from isolated environments like containers through MCP protocol. Provides tools for managing Docker containers, images, and Docker Compose services with security validation and async operation support.
    MIT

  • EasyPanel MCP Server

    dannymaaz
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to manage infrastructure and deploy Docker services through EasyPanel using natural language commands. It supports full lifecycle management of services, deployments, and networks while facilitating automated scaling and assisted debugging.
    4
    MIT

  • docker-helper-ai-mcp

    CSOAI-ORG
    A
    license
    Not graded
    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