Skip to main content
Glama
116,049 servers. Updated

Matching MCP tools:

Matching MCP Connectors:

"Research papers and studies on artificial intelligence" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables GUI automation by executing Python code with instrumented pyautogui, providing MCP-friendly output and inline screenshot delivery.
    17 PyPI
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables local computer diagnostics by sampling CPU, memory, disk, and network activity and displaying the busiest processes in an interactive dashboard. It also supports human-confirmed process-stop proposals while keeping diagnostics local and bounded.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to plan, confirm, submit, observe, and audit compute jobs across local machines, SSH workstations (including WSL), and Slurm clusters through a unified stdio interface, with node probing, environment evidence, project sync, storage governance, and progress/ETA tracking.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for capturing screenshots of desktop windows on Windows. Allows AI assistants to see what's on screen for UI development, debugging, and iterating on designs.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Full computer control for AI agents on macOS — see, click, type, scroll via MCP. Works with any app, all processing on-device with PII protection.
    21 PyPI
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to check disk usage on the host machine, providing real-time reports on partition health, warnings, and critical alerts across Windows, macOS, and Linux.
    MIT
  • A
    license
    Not graded
    quality
    Not graded
    maintenance
    An MCP server that provides AI with real-time screen monitoring capabilities and UI element intelligence, allowing AI to observe, analyze, and interact with screen content through features like smart clicking and text extraction.
    71
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents, CLI users, and Python scripts to securely share permissions, tasks, and scientific computing interfaces on geophysics research servers, including job management and DAS data processing.
    3
    -
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu infrastructure with real-time monitoring, automated maintenance, and distributed command execution.
    -
  • A
    license
    A
    quality
    D
    maintenance
    Lets MCP clients discover and run AppleScript or JavaScript for Automation (JXA) to control macOS applications, inspect the system, or reuse scripts from a bundled knowledge base.
    2
    813 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for system monitoring, enabling users to ask about CPU, memory, disk, network, and processes on their system.
    9
    3
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Wraps the mcp-locks CLI to expose coordination primitives as MCP tools, enabling multiple AI agents to claim, release, and list exclusive OS resources like browser profiles.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Allow AI agents to see and control a real Windows PC you own: observe (UIA + screenshots), click/type/drag/scroll, launch apps, owner Live View. BYOH — your machine, your key.
    16
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Let AI agents operate a real USB-connected iPhone from Linux — no Mac, no jailbreak, no paid developer account. Screenshots, taps, swipes, text input, element tree and app control via WebDriverAgent, with CoreDevice HID fallback.
    15
    3
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A TypeScript-based server that enables programmatic management of pseudo-terminal sessions. It allows users to spawn, control, and interact with terminal processes in real-time through the Model Context Protocol.
    5
    6 npm
    AGPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to inspect pending updates and service health for Proxmox VE VMs and containers, then take snapshots, apply official updates, reboot, and roll back under tag-based permissions and human-confirmed risky actions.
    4
    11
    6
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    MCP server that reads and writes the system clipboard — tables, text, code, JSON, URLs, images, and more. Preserves spreadsheet structure (rows/columns) that is lost when pasting into Claude directly.
    7
    82 PyPI
    4
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server for Hyprland that enables AI agents to control workspaces, windows, mouse, keyboard, and take screenshots on a Wayland desktop.
    14
    309 PyPI
    39
    MIT