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    Enables AI-assisted DevOps by exposing scoped, role-based tools to inspect and remediate a Docker app stack, with audit logging and allow-listed commands for safe incident response.
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  • A
    license
    A
    quality
    D
    maintenance
    Enables querying local MySQL databases and managing Docker containers (listing, logs) through natural language via the Model Context Protocol.
    4
    53 npm
    ISC
  • -
    license
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    Enables comprehensive DevOps infrastructure management through tools for Jenkins, Ansible, Terraform, Kubernetes, and Docker operations. Features a sophisticated memory system for context retention and provides validation, generation, and optimization capabilities across DevOps workflows.
    1
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  • F
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    quality
    C
    maintenance
    Enables AI agents to query build/deploy status and request operations on a self-hosted Docker/Compose deployment platform, with Observer and Operator skills and approval-based write actions.
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  • A
    license
    A
    quality
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    maintenance
    Enables users to interact with container registries through the ORAS CLI, providing information about container images, platforms, and signatures via natural language queries.
    7
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that provides integration with the Coolify API, enabling DevOps teams to manage Coolify deployments, applications, services, and servers through MCP tools.
    32
    215 npm
    45
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Enables AI assistants to manage VNG Cloud infrastructure including compute, storage, networking, and Kubernetes resources through natural language commands.
    Apache 2.0
  • A
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    Not graded
    quality
    D
    maintenance
    Enables AI models to securely query and manage virtual machines and virtualized resources via the libvirt API through the Model Context Protocol.
    1
    MIT
  • A
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    quality
    C
    maintenance
    Enables management of AutoDL GPU resources including instance lifecycle, balance queries, elastic deployments, and notifications through typed MCP tools.
    3
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    This MCP provides comprehensive tools and resources for MSX software development, testing, and automation through openMSX emulator.
    76
    GPL 2.0
  • A
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    Not graded
    quality
    D
    maintenance
    An MCP server that enables interaction with Kubernetes resources through natural language interfaces like Goose CLI, allowing users to get, read, and patch Kubernetes resources.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
    151
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Manage Komodo DevOps platform resources (servers, containers, stacks, builds) directly from AI assistants via MCP protocol. Supports OAuth 2.1 and easy Docker Compose deployment.
    22
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