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"Analyzing user contributions to a GitLab self-hosted project using API token" matching MCP servers:

  • MCP-Ambari-API

    call518
    A
    license
    A
    quality
    A
    maintenance
    Manage and monitor Hadoop clusters via Apache Ambari API, enabling service operations, configuration changes, status checks, and request tracking through a unified MCP interface for simplified administration. * Guide: https://call518.medium.com/llm-based-ambari-control-via-mcp-8668a2b5ffb9
    30
    1
    MIT

  • agent-platform-api

    Xeonice
    F
    license
    Not graded
    quality
    B
    maintenance
    MCP server for the Agent Platform API, enabling management of sandbox environments through MCP protocol. Exposes tools to interact with sandbox lifecycle operations such as start, stop, and status checks.

  • relayer-mcp

    xns-cloud
    A
    license
    A
    quality
    B
    maintenance
    Install and manage a self-hosted XNS Relayer — S3-compatible distributed object storage — conversationally over stdio. 15 tools cover prerequisites, account registration, install, claim, health, VPD configuration, S3 verification, CLI credentials, settings, restart, and backups.
    15
    253
    1
    Apache 2.0

  • ops-copilot-mcp

    mariuszbyahoo
    F
    license
    A
    quality
    B
    maintenance
    A self-hosted MCP server providing a governed interface for AI agents to interact with local Docker infrastructure, featuring a two-phase confirm protocol for state-changing operations and append-only audit logging.
    4

  • 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
    427
    MIT

  • DDEV MCP Server

    AkibaAT
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to interact with DDEV local development environments by querying databases, managing project states, and executing container commands. It provides comprehensive control over local services with a security-first approach using whitelisted operations.
    5
    49
    3
    GPL 2.0

  • OpenSimulator MCP Server

    sanchorelaxo
    F
    license
    B
    quality
    D
    maintenance
    Enables control of OpenSimulator virtual world servers through console commands, supporting region management, user administration, terrain editing, object manipulation, and HyperGrid operations via the REST console API.
    3

  • docker-mcp-server

    friendlygeorge
    A
    license
    B
    quality
    A
    maintenance
    Enables AI agents to manage Docker containers, images, Compose stacks, health checks, and logs through a unified MCP interface, ensuring containers stay running with self-healing capabilities.
    31
    100
    5
    MIT

  • Arcane MCP

    4ears-me
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to manage Docker containers, images, volumes, networks, and compose projects through Arcane's API. Provides comprehensive tools for environment, container, image, volume, network, project, and system operations.
    52
    15
    MIT

  • Coolify MCP Server

    kof70
    A
    license
    B
    quality
    C
    maintenance
    Enables control and management of Coolify self-hosted PaaS instances, allowing you to deploy applications, manage databases, monitor servers, and execute operations directly from AI assistants.
    89
    17
    27
    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

  • Hyper-V Sandbox MCP Server

    ilkuru
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to safely test and debug PowerShell, CMD/BAT scripts, and system utilities inside isolated Hyper-V virtual machines, with snapshot rollback, host-to-guest file transfer, PowerShell Direct execution, and autonomous self-correction on failures.
    Apache 2.0

  • dockerMCP-ChatGPT

    TAY0123
    A
    license
    Not graded
    quality
    B
    maintenance
    Docker MCP ChatGPT Sandbox is a self-hosted remote MCP server for ChatGPT that runs shell commands and edits code inside a hardened Ubuntu container, with OAuth via Keycloak and optional Cloudflare Tunnel.
    MIT

  • truenas-mcp

    cedricziel
    A
    license
    Not graded
    quality
    A
    maintenance
    An MCP server for TrueNAS SCALE that enables read-first management of storage, system, sharing, and virtualization resources with per-user API key authentication, and optional write operations.
    1
    MIT