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  • A
    license
    A
    quality
    A
    maintenance
    A Linux system monitoring MCP server that provides real-time information on CPU, memory, disk, network, processes, Docker, security, and more via MCP tools.
    26
    69
    2
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that enables AI-powered Linux kernel development, exposing tools for symbol search, static analysis, build automation, QEMU/GDB debugging, and more via IBM Bob.
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Provides a persistent Jupyter kernel for executing code, inspecting variables and dataframes, and checking SQL query plans, enabling agents to work with stateful Python sessions.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables matter-scoped M&A due diligence by ingesting data rooms, classifying and tagging files, assembling review units, and executing review-table prompts to persist evidence-backed cells and derived artifacts.
    19
    1
    Business Source 1.1
  • A
    license
    A
    quality
    A
    maintenance
    Enables Claude Code and Codex to see and drive an X11 desktop through screenshots, mouse, keyboard, and accessibility-tree actions while keeping the user's own pointer and focus separate.
    18
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    Provides AI assistants with the ability to control Linux desktop environments through tools for file management, application launching, and system operations like clipboard access. It includes a multi-level security model to manage permissions for safe, elevated, and restricted actions.
    6
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    An MCP server that connects directly to a Jupyter kernel via ZMQ, enabling AI assistants to read, create, edit, execute, and manage Jupyter Notebooks as MCP tools.
    9
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to interact with Kalshi event contracts and perpetual markets via a safety-focused MCP interface, with paper trading by default, strict schemas, and fail-closed behavior.
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server that enforces forensic methodology and prevents hallucinations by requiring evidence links and deterministic verification, exposing 129 forensic operations across 14 categories with auto-correlation and reasoning engine.
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Self-hosted Linux administration over MCP: 38 tools for processes, disks, network, systemd, journal and files, served over HTTPS. Each call runs as the caller's own OS user; root is granted per tool, limited to paths, networks and sysctl keys.
    4
    48
    6
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Give Claude Desktop full desktop control on Linux/X11: screenshot, mouse, keyboard, windows, clipboard, app launch. Zero-dependency MCP extension, MIT-licensed.
    15
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to perform controlled Linux system administration tasks like reading logs, managing services, cron jobs, WordPress, and executing sandboxed Python code, with strict security constraints.
    29
    2
    GPL 2.0