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"Understanding High-Level Control Systems" matching MCP servers:

  • k8s-mcp

    jingyanjiang
    A
    license
    -
    quality
    C
    maintenance
    A lightweight MCP server that enables AI assistants to deploy, inspect, and operate Kubernetes workloads through high-level workflow tools, reducing token usage with structured outputs.
    Last updated
    3
    MIT

  • Maple

    oramada
    F
    license
    -
    quality
    D
    maintenance
    Maple is a unified MCP server for agent observability, safety control, and behavior evolution, acting as a monitoring and auditing layer for high-agency agents. It enables developers to capture session timelines, replay risky branches, detect anomalies using ML, and enforce action guardrails.
    Last updated
    19

  • Maple

    alnosarus
    F
    license
    -
    quality
    D
    maintenance
    A unified MCP server providing observability, safety control, and behavior evolution for high-agency AI agents through tracing, replaying, and auditing. It features real-time firewall guardrails and ML-driven anomaly detection to monitor, block, or fork agent actions based on risk.
    Last updated
    19

  • rlg-mcp

    sebastienrousseau
    A
    license
    -
    quality
    A
    maintenance
    MCP server exposing rlg (RustLogs) log files as tools for on-call / SRE agent workflows. Three tools over JSON-RPC stdio — tail_log (last N events, filtered by level/target), filter_log (predicate filtering), summarize_errors (grouped error taxonomy). Pure Rust. MIT OR Apache-2.0.
    Last updated
    3
    4
    Apache 2.0

  • dagster-mcp

    fabdendev
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that gives AI agents full visibility and control over your Dagster instance, enabling autonomous monitoring, diagnosis, and remediation of data pipelines.
    Last updated
    17
    10
    MIT

  • beszel-mcp

    weeebdev
    A
    license
    A
    quality
    C
    maintenance
    MCP server for Beszel system monitoring that provides tools to list systems, containers, alerts, and query CPU, memory, disk, and network stats.
    Last updated
    6
    21
    MIT

  • aiops-mcp

    rmednitzer
    A
    license
    A
    quality
    B
    maintenance
    A self-contained, security-first, EU-sovereign unified AI-operations MCP server that fuses a live bitemporal fleet model, a drift engine, and a tiered audited actuator into one control plane.
    Last updated
    5
    Apache 2.0

  • 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.
    Last updated
    20
    MIT

  • JVM MCP Server

    xzq-xu
    A
    license
    B
    quality
    F
    maintenance
    A JVM monitoring and control platform server based on Arthas that provides a Python interface for monitoring and analyzing Java processes with capabilities for thread analysis, memory monitoring, and performance diagnostics.
    Last updated
    16
    87
    MIT

  • iSuite Operations MCP Server

    navin2031992
    F
    license
    B
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server that exposes 48 tools covering the full spectrum of iSuite enterprise administration — user management, role verification, job monitoring, scheduler control, batch execution, audit trail lookup, and configuration validation.
    Last updated
    48

  • sysprobe-mcp

    Raindancer118
    F
    license
    B
    quality
    C
    maintenance
    Token-efficient MCP server for Linux system diagnostics and desktop/hardware control, providing compact JSON output with hard size limits and a safety model that requires explicit flags for mutating actions.
    Last updated
    59
  • Foreman MCP Server by theforeman

    Foreman MCP Serverofficial

    theforeman
    A
    license
    B
    quality
    C
    maintenance
    Enables interaction with Foreman instances to manage systems through the Model Context Protocol. It provides access to Foreman resources and tools, such as security update reports, directly within AI-powered environments like VSCode and Claude Desktop.
    Last updated
    5
    8
    GPL 3.0