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  • Lumino

    geored
    A
    license
    B
    quality
    D
    maintenance
    About AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.
    37
    Apache 2.0

  • Unix Manual Server

    tizee
    A
    license
    B
    quality
    D
    maintenance
    Provides Unix command documentation directly within Claude conversations, allowing users to retrieve help pages, man pages, and usage information without leaving the chat interface.
    3
    2
    MIT

  • Ubuntu MCP Server

    pazuzu1w
    A
    license
    Not graded
    quality
    D
    maintenance
    A secure protocol server that allows AI assistants to safely interact with Ubuntu systems through controlled file operations, command execution, package management, and system information retrieval.
    39
    MIT

  • Unraid MCP Server

    dinglebear-ai
    A
    license
    Not graded
    quality
    A
    maintenance
    A Python-based server that enables AI assistants to interact with an Unraid server through the official Unraid GraphQL API, providing read-only access to system information, Docker containers, VMs, storage, and more.
    126
    MIT

  • shell-sieve

    yulinlina
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that executes shell commands and intelligently compresses, filters, and extracts errors from verbose output to save AI agent context windows. It strips ANSI, collapses repetitive lines, and always preserves error information.
    1
    MIT

  • Kubernetes Monitor

    vlttnv
    A
    license
    Not graded
    quality
    D
    maintenance
    A read-only MCP server for Kubernetes that allows querying cluster information and diagnosing issues through natural language interfaces like Claude.
    8
    MIT

  • DevTwin MCP

    JaydeepDhamecha
    A
    license
    Not graded
    quality
    B
    maintenance
    Provides AI coding agents with structured, evidence-based diagnostics about the local development environment, detecting tech stack, runtime mismatches, dependency state, services, ports, and Git status without exposing secrets or using network calls.
    Apache 2.0

  • macos-control-mcp

    vito1317
    A
    license
    Not graded
    quality
    D
    maintenance
    MCP server that enables AI to fully control macOS — mouse, keyboard, terminal, screenshots, window management, UI element detection, and provides AI-optimized information reporting.
    32
    MIT

  • Win MCP Server

    InfraMCP
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to securely manage and execute commands on remote Windows servers via WinRM, including PowerShell execution, system information retrieval, and service management.
    5
    MIT

  • FastMCP Multi-Tool Server

    rt0120-Ramco
    F
    license
    Not graded
    quality
    D
    maintenance
    Provides comprehensive utility tools including file operations, weather information, system monitoring, mathematical calculations, text search, and safe command execution. Enables users to perform various system and data operations through a unified MCP interface with built-in security features.

  • incident-tool

    KyleCS0
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to diagnose Linux server incidents by collecting and structuring system diagnostics from multiple servers via SSH, with tools for finding incident clusters, gathering context (memory, CPU, swap, etc.), and running arbitrary commands.

  • dsh-lab-ssh

    gdgfd22
    -
    license
    Not graded
    quality
    B
    maintenance
    Safety-gated SSH MCP server for DeepSeek Harness and standard MCP clients, enabling agents to use a laboratory server's GPU, runtime, and configured source workspace while keeping the server isolated from the public internet.
    1

  • Python MCP Custom Server

    RubenReyesss
    F
    license
    Not graded
    quality
    Not graded
    maintenance
    Extends Claude Desktop with custom tools for file management, system operations, and command execution. Supports creating/reading/deleting files, directory listing, system information retrieval, and file searching capabilities.

  • MCP-Server-Filesystem

    redf0x1
    A
    license
    A
    quality
    D
    maintenance
    An enhanced Model Context Protocol filesystem server that fixes common limitations and adds features like glob pattern search, head/tail reading, intelligent file editing with syntax validation, and new tools for delete and command execution.
    12
    14
    MIT

  • Claude TypeScript MCP Servers

    ukkz
    A
    license
    A
    quality
    D
    maintenance
    A collection of Model Context Protocol servers that enable Claude Desktop to provide development assistance capabilities with filesystem, Git, shell command, and web search functionality without incurring API usage costs.
    2
    19
    MIT