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"A guide for improving AI prompt output quality" 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

  • 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.

  • 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

  • ProDisco

    harche
    A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to interact with Kubernetes clusters through progressive disclosure, where agents discover TypeScript modules via filesystem, write and execute code, and receive summarized console output for cluster management tasks.
    2
    14
    2
    MIT

  • mcp-proxmox

    antonio-mello-ai
    A
    license
    A
    quality
    C
    maintenance
    MCP server for managing Proxmox VE clusters — provision VMs and containers, manage snapshots and backups, execute commands, browse storage, and monitor resources through natural language
    25
    13
    MIT

  • MCP-Ambari-API

    call518
    A
    license
    A
    quality
    A
    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
    30
    1
    MIT

  • mcp-server-docker

    adamdude828
    A
    license
    B
    quality
    F
    maintenance
    Provides a secure MCP interface to execute commands inside Docker Compose service containers, with real-time output capture and configurable timeouts.
    1
    606
    MIT

  • Kasm MCP Server v2

    roguedev-ai
    A
    license
    -
    quality
    D
    maintenance
    Enables AI agents to manage and interact with Kasm Workspaces containerized desktop infrastructure, providing tools for session management, command execution, file operations, and user management via the Model Context Protocol.
    4
    MIT

  • Unraid MCP Server

    dinglebear-ai
    A
    license
    -
    quality
    A
    maintenance
    A Python-based server that enables AI assistants to interact with an Unraid server through the official Unraid GraphQL API, providing read-only access to system information, Docker containers, VMs, storage, and more.
    124
    MIT

  • synapse-rmcp

    dinglebear-ai
    A
    license
    -
    quality
    A
    maintenance
    MCP server and CLI for host and container operations, enabling Docker and Compose control, SSH, host inspection, logs, ZFS, and safe file transfer. It exposes flux and scout MCP tools with parity from the original TypeScript server.
    2
    AGPL 3.0