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"Using AI Techniques with MCP for Project Assistance" 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

  • mcp-devcontainers

    AI-QL
    A
    license
    -
    quality
    D
    maintenance
    MCP server for generating and configuring development containers from devcontainer.json files, enabling management of devcontainer environments through tools like devcontainer_up, devcontainer_exec, and cleanup.
    8
    8
    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

  • ops-copilot-mcp

    mariuszbyahoo
    F
    license
    A
    quality
    B
    maintenance
    A self-hosted MCP server providing a governed interface for AI agents to interact with local Docker infrastructure, featuring a two-phase confirm protocol for state-changing operations and append-only audit logging.
    4

  • sandbox-mcp

    bird
    A
    license
    A
    quality
    D
    maintenance
    Provides a local, isolated Linux VM sandbox for AI agents using Apple's Virtualization.framework, enabling fast command execution (~60ms) and package management without cloud costs.
    35
    1
    MIT

  • DDEV MCP

    codingsasi
    A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to automate DDEV development environments, including project management, database operations, and executing commands for various CMS frameworks.
    14
    49
    13
    GPL 2.0

  • 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

  • hmc-mcp

    randomparity
    F
    license
    A
    quality
    B
    maintenance
    MCP server and CLI for IBM HMC REST API, enabling AI agents to inventory Power systems, manage LPARs/VIOS, and submit jobs like power on/off, with tools for adapters, storage, networking, and more.
    100

  • DDEV MCP Server

    AkibaAT
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to interact with DDEV local development environments by querying databases, managing project states, and executing container commands. It provides comprehensive control over local services with a security-first approach using whitelisted operations.
    5
    49
    3
    GPL 2.0

  • 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