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"Searching for technologies and tools related to embeddings and vector databases" matching MCP servers:

  • Coolify MCP Tools

    jplansink
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to manage Coolify infrastructure including servers, applications, databases, deployments, and 80+ one-click services through 98 comprehensive tools for both cloud and self-hosted instances.
    MIT

  • mcp-docker-tools

    rog0x
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides Docker management tools for AI agents, including inspecting containers, images, Dockerfiles, and Compose configurations.
    41
    1
    MIT

  • xcpng-aiops

    AIops-tools
    A
    license
    A
    quality
    A
    maintenance
    Governed XCP-ng operations via Xen Orchestra REST — VM-health, SR-usage, backup-failure, and patch-state RCA, with unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.
    29
    MIT

  • Veeam AIops

    AIops-tools
    A
    license
    A
    quality
    B
    maintenance
    AI-powered Veeam Backup & Replication operations MCP server with tools for managing jobs, restores, sessions, and repositories, featuring built-in governance, audit logging, and safety controls.
    25
    MIT

  • Nutanix AIops

    AIops-tools
    A
    license
    A
    quality
    A
    maintenance
    Governed AI-ops MCP server for Nutanix Prism Central v4 REST API, offering 47 read/write tools for clusters, VMs, storage, network, catalog, data protection, alerts, and LCM upgrades with built-in audit, budget, and risk-tier governance.
    51
    MIT

  • CO2 Sensor MCP Server

    cyberomusubi
    F
    license
    Not graded
    quality
    D
    maintenance
    A Node.js application that provides a JSON-RPC interface to interact with CO2 sensor data, working in both simulation mode and with real Raspberry Pi Pico hardware connections.
    3

  • 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

  • 1Panel MCP Server

    EaveLuo
    A
    license
    C
    quality
    D
    maintenance
    Enables AI agents to manage server infrastructure through the 1Panel API, including Docker containers, databases, and system monitoring. It provides tools for website management, file operations, and application deployment via natural language commands.
    15
    28
    MIT

  • Dokploy MCP Server

    jarciahdz111
    A
    license
    C
    quality
    D
    maintenance
    Provides complete control over Dokploy infrastructure with 463 tools for managing projects, applications, databases, and Docker containers. It enables users to deploy and configure their self-hosted PaaS resources directly through natural language.
    100
    21
    MIT

  • Hetzner Cloud MCP Server —

    wbf-solutions
    A
    license
    Not graded
    quality
    C
    maintenance
    Open-source MCP server for managing Hetzner Cloud infrastructure with two management layers: * Layer 1 — Hetzner Cloud API (35 tools): Server power control, metrics, snapshots, backups, firewalls, DNS zones and records, rescue mode, server rebuild and rescale. Works even when the server OS is unresponsive. * Layer 2 — SSH (25 tools): Service management (systemd), Nginx config and reload,
    MIT

  • mcp-1panel

    Guoyin-Wen
    A
    license
    Not graded
    quality
    C
    maintenance
    Full-featured MCP server for 1Panel server management panel. Provides 490+ tools for managing websites, databases, containers, files, and more through natural language.
    MIT

  • Docker MCP Server

    hypnosis
    A
    license
    Not graded
    quality
    C
    maintenance
    Universal Docker MCP server for AI assistants (Cursor, Claude Desktop). Manage Docker containers, execute commands, query databases, and handle environment configurations — all through natural language.
    151
    MIT