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20 Best MySQL MCP Servers: compared and ranked, October 2026Ranked from 589 matching servers on stars, growth, downloads and maintenance. Updated .

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  • F
    license
    A
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    maintenance
    Connects Claude Desktop to any Kubernetes cluster, enabling natural language queries for diagnostics and operations such as listing pods, viewing logs, scaling deployments, and more.
    8
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to create and manage BasicDeploy containers with PostgreSQL, S3 storage, and public URLs, including deploying apps, running commands, viewing logs, and sharing containers.
    18
    51 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables managing Vast.ai cloud operations, including listing GPUs, searching offers, creating volumes and instances, and viewing billing, through MCP tools.
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables an assistant to control a Tandy Color Computer 3 emulated in MAME, allowing typing, disk operations, screen viewing, and state management.
    14
    MIT
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    Not graded
    quality
    B
    maintenance
    Enables monitoring of Ubuntu system metrics, Docker containers, and public IP drift, with Feishu alerting and HTTP/MCP tools for querying status, viewing history, and restarting containers.
    3 npm
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    A simple MCP server that allows accessing and executing shell commands on a VM machine through a web-based terminal interface, with automatic tunneling to make the VM accessible from anywhere.
    89 npm
    5
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to operate a real, private, local Docker-based computer with durable files, terminal access, web research, and a persistent browser or desktop. It supports multiple agent clients via MCP or OpenAPI, with live viewing and human takeover.
    8
    Apache 2.0
  • A
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    Not graded
    quality
    C
    maintenance
    Enables AI clients to control VMware Workstation virtual machines by viewing the console, operating the mouse and keyboard, running guest commands, and managing power and snapshots across multiple named Windows and Linux VMs.
    1
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables AI assistants to control Gazebo robot simulations through ROS2, including spawning robots (TurtleBot3), manipulating environments, accessing sensor data (camera, LiDAR, IMU), and managing simulation state.
    19
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Enables MCP clients to launch, control, and inspect headless Renode emulations via its telnet monitor, including loading scripts, running or pausing execution, accessing system-bus memory, and capturing UART output.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI agents to fully control an Android emulator via MCP, including UI interaction, screenshots, APK installation, logging, and clipboard access, with optional live browser viewing for humans.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to manage Docker containers, stacks, images, volumes, and networks through Portainer's API. Supports listing resources, viewing logs, and performing container operations with configurable write permissions.
    1
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  • F
    license
    Not graded
    quality
    D
    maintenance
    A multiplayer first-person 3D virtual house environment with interactive elements including a TV with image display system and computer terminal for accessing MCP systems.
    8
    -
  • 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
    -
  • A
    license
    A
    quality
    C
    maintenance
    A code-mode MCP server for the Unraid 7.2+ GraphQL API that exposes search and execute tools, allowing LLM agents to introspect and call any GraphQL field via sandboxed JavaScript.
    2
    1
    MIT