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"A resource for understanding Claude's context window and how it works" matching MCP servers:

  • Cortex Resource Manager

    ry-ops
    A
    license
    -
    quality
    -
    maintenance
    Manages resource allocation, MCP server lifecycle, and Kubernetes workers in cortex automation systems. Provides tools for requesting/releasing job resources, starting/stopping/scaling MCP servers, and provisioning/destroying burst workers with TTL 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

  • resQ MCP Server

    resq-software
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server for the resQ emergency response system that integrates with digital twin simulations and coordination engines. It allows users to trigger simulations, generate deployment strategies, and monitor real-time drone status for incident response analysis.
    3
    1
    Apache 2.0

  • 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

  • mcp-server-qnap-qvs

    arnstarn
    A
    license
    A
    quality
    C
    maintenance
    Manages QNAP Virtualization Station (VMs, snapshots, disks, ISOs) via the QVS REST API, enabling VM lifecycle operations and resource monitoring through natural language.
    37
    MIT

  • Homelab MCP Server

    jmagar
    A
    license
    A
    quality
    A
    maintenance
    Manage Docker infrastructure across multiple homelab hosts including Unraid, Proxmox, and bare metal servers. Enables container lifecycle management, log retrieval, resource monitoring, and Docker operations across your entire homelab from a single interface.
    1
    30
    2
    MIT

  • Podman MCP Server

    kunwarmahen
    F
    license
    A
    quality
    D
    maintenance
    Enables AI tools to manage containerized applications through Podman, supporting container lifecycle operations, command execution, log viewing, image management, and resource monitoring. Features automatic network discovery for seamless integration with MCP Discovery Hub.
    12

  • mcp-qemu-lab

    Kevin4562
    F
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server for conducting Linux binary analysis and guest system forensics within QEMU virtual machines. It enables automated VM lifecycle management, memory dumping, and interactive debugging workflows for analyzing processes and artifacts.
    22
    2

  • proxmox-mcp

    nrohozen
    A
    license
    B
    quality
    B
    maintenance
    An MCP server that exposes Proxmox VE node/cluster as tools for MCP clients, enabling management of VMs and containers including power control, resource reconfiguration, snapshots, and backups.
    20
    MIT

  • Multi-Cluster MCP Server

    yanmxa
    F
    license
    B
    quality
    F
    maintenance
    A gateway for Generative AI systems to interact with multiple Kubernetes clusters through Model Context Protocol, enabling comprehensive Kubernetes resource operations and multi-cluster management.
    4
    57
    4

  • Multi Cluster Kubernetes MCP

    razvanmacovei
    A
    license
    B
    quality
    B
    maintenance
    Enables managing multiple Kubernetes clusters simultaneously with over 60 tools for cluster operations, resource management, monitoring, RBAC, storage, networking, and more through AI assistants.
    57
    15
    Apache 2.0

  • Cloud Manage MCP Server

    rainhan99
    A
    license
    C
    quality
    D
    maintenance
    A Model Context Protocol server for managing cloud servers, particularly DigitalOcean droplets, allowing users to identify providers via IP addresses and perform operations like power management, status monitoring, and resource usage tracking.
    30
    1
    MIT

  • quads-mcp

    grafuls
    A
    license
    -
    quality
    D
    maintenance
    MCP server for interacting with QUADS infrastructure systems via API, enabling resource management and automation through LLM applications.
    MIT

  • macos-desktop-control

    d-wwei
    A
    license
    -
    quality
    D
    maintenance
    Provides native macOS desktop automation for AI agents, enabling screen capture, mouse/keyboard control, window management, and iOS/Android simulator control in both foreground and background modes without focus stealing.
    3
    MIT