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"Finding LinkedIn users by educational background" matching MCP servers:

  • macos-desktop-control

    d-wwei
    A
    license
    Not graded
    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

  • Vast.ai MCP Server

    CryDevOk
    A
    license
    Not graded
    quality
    F
    maintenance
    Enables comprehensive management of Vast.ai GPU cloud instances, including searching for GPU offers, creating and managing instances, executing remote commands via SSH, and monitoring background tasks for ML training workflows.
    9
    MIT

  • mcp-k8s-ephemeral-job

    inhuman
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables running ephemeral Kubernetes Jobs/pods with caller-chosen images and commands, returning results and artifacts while automating cleanup. Supports synchronous and background execution, repository cloning, and strict security controls.
    MIT

  • resQ MCP Server

    resq-software
    A
    license
    A
    quality
    B
    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

  • pterodactyl-mcp

    zefarie
    A
    license
    A
    quality
    Not graded
    maintenance
    MCP server for Pterodactyl and Pelican game server panels. 73 tools for server management, power control, file operations, backups, schedules, databases, users, nodes, and eggs.
    2
    34
    14

  • proxmox-mcp

    edymol
    A
    license
    A
    quality
    C
    maintenance
    A read-only MCP server for Proxmox VE that provides AI assistants with structured visibility into cluster nodes, guests, storage, and Docker workloads. It is designed to prevent any mutating operations by construction.
    12
    MIT

  • VMware-MCP

    ISH2YU
    A
    license
    A
    quality
    C
    maintenance
    MCP server for VMware vSphere, providing read-only access to inventory, monitoring, events, and alarms by default, with optional write and destructive modes for VM power operations, snapshots, cloning, reconfiguration, and migration.
    27
    MIT

  • Sympathy-MCP

    bobbyhiddn
    F
    license
    A
    quality
    D
    maintenance
    An MCP server for managing Incus virtual machines through structured tools for command execution, file management, and snapshot operations. It enables AI agents to puppeteer VMs on a masternode by wrapping the Incus CLI.
    9

  • moo2-mcp

    rapaul
    A
    license
    A
    quality
    B
    maintenance
    Enables AI to observe and control the DOS game Master of Orion 2 by reading emulator memory and simulating mouse/keyboard input.
    2
    MIT

  • proxmox-mcp

    akmalovaa
    A
    license
    A
    quality
    B
    maintenance
    Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and snapshots. Read-only by default, single Docker image, multi-arch.
    38
    2
    MIT

  • jlab-mcp

    kdkyum
    F
    license
    A
    quality
    B
    maintenance
    An MCP server that enables LLMs to execute Python code on GPU-accelerated compute nodes within SLURM-managed HPC environments. It bridges local clients to remote clusters by launching JupyterLab sessions via SLURM jobs to facilitate high-performance notebook-based computation.
    7

  • vphone-mcp

    pluginslab
    F
    license
    A
    quality
    D
    maintenance
    Enables programmatic control and AI-driven E2E testing of iOS virtual machines by exposing display, touch input, and navigation tools. It provides hardware key emulation, app navigation, and raw touch interactions with inline screenshot feedback for real-time visual context.
    17
    32

  • docker-mcp

    mpgharris
    A
    license
    A
    quality
    C
    maintenance
    Wraps the Docker Engine API as MCP tools for container and image management. Reduces token consumption by providing typed tools with default summaries and field selection.
    17
    410
    MIT

  • Verda Cloud MCP Server

    sniper35
    F
    license
    A
    quality
    D
    maintenance
    Enables management of Verda Cloud GPU instances through Claude, allowing users to deploy spot instances, attach volumes, and monitor status. It supports automated workflows for checking availability and configuring instances with startup scripts.
    20

  • PNETLab MCP Server

    omichelbraga
    A
    license
    A
    quality
    C
    maintenance
    Enables programmatic control of a PNETLab network-emulation lab via natural language, allowing users to build topologies, wire links, push device configs, and boot the lab through an LLM agent.
    31
    Apache 2.0