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97,619 servers. Updated
20 Best PDF MCP Servers: compared and ranked, October 2026Ranked from 1,652 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    Docker Helper MCP server that provides tools for automating Docker tasks such as generating Dockerfiles, parsing docker-compose files, and optimizing images.
    9 npm
    33 PyPI
    MIT
  • 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
    202 npm
    46
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables AI tools to manage containerized applications through Podman, supporting container lifecycle operations, command execution, log viewing, image management, and resource monitoring. Features automatic network discovery for seamless integration with MCP Discovery Hub.
    12
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  • A
    license
    C
    quality
    D
    maintenance
    A high-performance server that enables integration between Apache CloudStack infrastructure and AI assistants through the Model Context Protocol, providing comprehensive tools for managing virtual machines, storage, networking, and other cloud resources.
    45
    6
    MIT
  • A
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    D
    maintenance
    Enables AI agents to manage and interact with Kasm Workspaces containerized desktop infrastructure, providing tools for session management, command execution, file operations, and user management via the Model Context Protocol.
    5
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    A Python-based server that enables AI assistants to interact with an Unraid server through the official Unraid GraphQL API, providing read-only access to system information, Docker containers, VMs, storage, and more.
    137
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    A configurable server implementation that provides MCP (Model-Controller-Protocol) functionality, supporting both Node.js and Docker environments with automated setup and configuration options.
    284 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables natural language management of Docker containers, images, networks, and volumes with support for both local and remote Docker engines. Features automated container composition, debugging capabilities, and persistent data management through an intuitive conversational interface.
    GPL 3.0
  • F
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    quality
    D
    maintenance
    Enables users to query Azure HPC/AI Kubernetes clusters for GPU node information and InfiniBand topology details through kubectl commands. Provides tools to list GPU pool nodes with their status and retrieve network topology labels for high-performance computing workloads.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI clients to manage Huawei eNSP simulated network devices, execute CLI commands, apply configurations, and perform network diagnostics through natural language, with topology upload and visualization via a web UI.
    4
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