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"The role of planning in project development" matching MCP servers:

  • Proximo

    john-broadway
    A
    license
    A
    quality
    A
    maintenance
    Enables management of Proxmox VE infrastructure via its REST API and execution of commands inside LXC containers via SSH, with built-in trust layers for planning, audit, undo, and diagnosis.
    6
    33
    Apache 2.0

  • DDEV MCP

    codingsasi
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    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

  • DDEV MCP Server

    AkibaAT
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    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

  • MCP Devcontainers

    crunchloop
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    license
    B
    quality
    D
    maintenance
    An MCP server that enables interaction with development containers through the devcontainers CLI, allowing users to start, run commands in, and execute arbitrary shell commands inside devcontainers.
    3
    265
    6
    MIT

  • Ludus FastMCP

    tjnull
    A
    license
    C
    quality
    B
    maintenance
    Enables AI-powered management of Ludus cyber range environments through natural language commands. Provides 157 tools for range lifecycle management, scenario deployment, template creation, Ansible role management, and SIEM integration for security testing and research.
    100
    83
    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.
    9
    8
    MIT

  • mcp-k8s-deployer

    stwins60
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    license
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    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-MCPilotS

    sopyk
    A
    license
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    quality
    A
    maintenance
    Enables AI agents to manage Docker containers through a secure MCP interface, supporting container lifecycle operations, log inspection, resource monitoring, and system diagnostics with role-based access control.
    2
    MIT

  • mcp-openmsx

    nataliapc
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    license
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    quality
    A
    maintenance
    This MCP provides comprehensive tools and resources for MSX software development, testing, and automation through openMSX emulator.
    70
    GPL 2.0

  • Docker MCP Server

    kenforthewin
    A
    license
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    quality
    F
    maintenance
    Enables secure execution of shell commands and file operations within isolated Docker containers. Provides process management, interactive input handling, and comprehensive file system operations for containerized development environments.
    163
    6
    MIT

  • kom

    weibaohui
    A
    license
    -
    quality
    C
    maintenance
    Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
    149
    MIT

  • MCP Ansible Server

    bsahane
    F
    license
    -
    quality
    F
    maintenance
    Enables comprehensive Ansible automation management through natural language, including playbook creation and execution, inventory management, role scaffolding, and project workflows. Supports both local inventories and full project lifecycle management with syntax validation and idempotency testing.
    30

  • Proxmox MCP Bridge

    jebinjollyabraham
    F
    license
    -
    quality
    B
    maintenance
    Policy-aware MCP server for Proxmox VE that maps the official API schema to MCP tools, enabling node health, disk, network, journal, updates, guest configuration, snapshots, backups, consoles, task lifecycle, service, command, and file-transfer operations with role-based access control.

  • VMware-Monitor

    vmware-skills
    A
    license
    A
    quality
    A
    maintenance
    Read-only VMware vCenter/ESXi monitoring. 8 MCP tools for VM inventory, host status, datastore capacity, cluster info, alarms, events, and VM details. Code-level enforced safety — no destructive operations exist in the codebase. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.
    27
    11
    MIT

  • GhostDesk

    YV17labs
    F
    license
    A
    quality
    A
    maintenance
    A virtual Linux desktop as an MCP server, shipped in Docker. Agents drive screen, mouse, keyboard across any GUI — browsers, IDEs, office suites, Wine/Windows apps, legacy software — many in parallel.
    12
    146