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"Understanding Code Relationships and Dependencies" matching MCP servers:

  • unraid-code-mode-mcp

    jmpijll
    A
    license
    A
    quality
    B
    maintenance
    A code-mode MCP server for the Unraid 7.2+ GraphQL API that exposes search and execute tools, allowing LLM agents to introspect and call any GraphQL field via sandboxed JavaScript.
    2
    1
    MIT

  • @skynode/mcp

    zampou-code
    A
    license
    A
    quality
    B
    maintenance
    Read-only MCP server to list your SkyNode servers and check their status (IP, state, region, expiry). It does not modify or control servers.
    2
    MIT

  • 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

  • Node.js Sandbox MCP Server

    alfonsograziano
    F
    license
    -
    quality
    C
    maintenance
    Enables running arbitrary JavaScript code in isolated Docker containers with on-the-fly npm dependency installation, supporting both ephemeral one-shot executions and persistent sandbox environments.
    69
    156

  • Kustomize MCP

    mbrt
    F
    license
    -
    quality
    D
    maintenance
    An MCP server designed to help AI models refactor Kubernetes configurations by analyzing Kustomize dependencies and rendering manifest diffs across environments. It provides tools for computing file dependencies, rendering overlays, and comparing configuration changes through a checkpointing system.

  • Tidesman

    JeronimoColon
    F
    license
    -
    quality
    A
    maintenance
    A free native MCP server for running, understanding, and debugging Linux containers on macOS using Apple's container tool, with audit trail and configurable safety modes.
    6

  • 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

  • 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

  • hetzner-mcp-server

    nityeshaga
    A
    license
    A
    quality
    D
    maintenance
    Enables Claude Code to manage Hetzner Cloud servers, including creating, deleting, powering on/off, and rebooting servers, as well as managing SSH keys and listing resources.
    14
    19
    1
    MIT

  • jlab-mcp

    kdkyum
    F
    license
    A
    quality
    B
    maintenance
    An MCP server that enables LLMs to execute Python code on GPU-accelerated compute nodes within SLURM-managed HPC environments. It bridges local clients to remote clusters by launching JupyterLab sessions via SLURM jobs to facilitate high-performance notebook-based computation.
    7

  • proxmox-mcp

    Lyncee
    A
    license
    A
    quality
    C
    maintenance
    Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing nodes, VMs, templates, power actions, and creation of LXC containers and VMs through the Proxmox REST API.
    10
    24
    MIT

  • MCP Build Environment Service

    jbroll
    A
    license
    A
    quality
    D
    maintenance
    Provides secure access to containerized build environments for software projects, enabling AI assistants to execute builds, run tests, manage git operations, and inspect build artifacts without requiring local installation of dependencies.
    6
    MIT