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"How to write a Java application, especially using Spring" matching MCP servers:

  • Parallels RAS MCP Server

    RMITBLOG
    A
    license
    A
    quality
    D
    maintenance
    A read-only MCP server that provides visibility into Parallels Remote Application Server infrastructure, policies, and sessions through the RAS REST API. It enables AI assistants to query site settings, published applications, and license status without performing any modifications.
    41
    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

  • rarcane

    dinglebear-ai
    A
    license
    -
    quality
    A
    maintenance
    MCP server for managing Docker containers, images, networks, volumes, and Compose projects via Arcane, exposing a single 'arcane' tool for read/write operations over stdio or HTTP.
    2
    AGPL 3.0

  • mcp-k8s-deployer

    stwins60
    A
    license
    -
    quality
    A
    maintenance
    Enables LLMs to dynamically orchestrate containerized application deployments to a Kubernetes cluster, handling configuration validation, manifest generation, dry-run planning, and service endpoint extraction.
    1
    MIT

  • docker-mcp

    jhot21
    F
    license
    -
    quality
    D
    maintenance
    A read-only MCP server that exposes your Docker daemon, allowing AI assistants to list containers, inspect their details, and fetch logs without write access.

  • Light DevOps MCP Server

    chansanya
    F
    license
    -
    quality
    C
    maintenance
    Enables AI agents to query build/deploy status and request operations on a self-hosted Docker/Compose deployment platform, with Observer and Operator skills and approval-based write actions.

  • Havlio

    kanduit-lab
    F
    license
    -
    quality
    -
    maintenance
    Self-hosted PaaS MCP server providing a write-capable control plane with over 100 tools to deploy, roll back, manage domains, and administer infrastructure, while ensuring agent permissions never exceed human RBAC.

  • vCenter MCP Server

    DowneyOu
    F
    license
    -
    quality
    C
    maintenance
    Enables interaction with VMware vCenter 8.0 REST API via a reverse proxy, providing read-only and write tools with dry-run protection and automatic session management.

  • 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

  • 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

  • VMware-MCP

    ISH2YU
    A
    license
    A
    quality
    C
    maintenance
    MCP server for VMware vSphere, providing read-only access to inventory, monitoring, events, and alarms by default, with optional write and destructive modes for VM power operations, snapshots, cloning, reconfiguration, and migration.
    27
    MIT

  • proxmox-mcp-server

    k-krawczyk
    A
    license
    A
    quality
    A
    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.
    16
    44
    1
    MIT

  • Nutanix AIops

    AIops-tools
    A
    license
    A
    quality
    A
    maintenance
    Governed AI-ops MCP server for Nutanix Prism Central v4 REST API, offering 47 read/write tools for clusters, VMs, storage, network, catalog, data protection, alerts, and LCM upgrades with built-in audit, budget, and risk-tier governance.
    51
    MIT