Skip to main content
Glama
76,898 servers. Updated
19 Best Browser Automation MCP Servers — compared and ranked, August 2026Ranked from 2,623 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"A tool for real-time error detection in web browsers" matching MCP servers:

  • Kubectl MCP Tool

    rohitg00
    A
    license
    Not graded
    quality
    C
    maintenance
    A Model Context Protocol server that enables AI assistants to interact with Kubernetes clusters through natural language, supporting core Kubernetes operations, monitoring, security, and diagnostics.
    115
    947
    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

  • resQ MCP Server

    resq-software
    A
    license
    A
    quality
    B
    maintenance
    A Model Context Protocol server for the resQ emergency response system that integrates with digital twin simulations and coordination engines. It allows users to trigger simulations, generate deployment strategies, and monitor real-time drone status for incident response analysis.
    3
    1
    Apache 2.0

  • linux-mcp

    Mohabdo21
    A
    license
    A
    quality
    A
    maintenance
    A Linux system monitoring MCP server that provides real-time information on CPU, memory, disk, network, processes, Docker, security, and more via MCP tools.
    28
    65
    MIT

  • GhostDesk

    YV17labs
    F
    license
    A
    quality
    A
    maintenance
    A virtual Linux desktop as an MCP server, shipped in Docker. Agents drive screen, mouse, keyboard across any GUI — browsers, IDEs, office suites, Wine/Windows apps, legacy software — many in parallel.
    12
    146

  • FlexSim MCP Server

    SethGame
    A
    license
    A
    quality
    D
    maintenance
    Control and automate FlexSim simulations through AI assistants like Claude, enabling manufacturing and warehouse digital twin analysis, parameter studies, and real-time model manipulation via tools for opening models, running simulations, evaluating FlexScript, and exporting results.
    15
    5
    MIT

  • mcp-server-docker

    adamdude828
    A
    license
    B
    quality
    F
    maintenance
    Provides a secure MCP interface to execute commands inside Docker Compose service containers, with real-time output capture and configurable timeouts.
    1
    470
    MIT

  • Proxmox SSH MCP Server

    Zaptimist
    F
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to execute commands on a Proxmox host via SSH with built-in security blocks for destructive operations. It supports key-based authentication and provides a dedicated tool for remote server management tasks like listing virtual machines and containers.
    1

  • Conselho Regional de

    mcp-dir
    A
    license
    Not graded
    quality
    C
    maintenance
    Read-only MCP server for querying official dental professional registry data from the Regional Council of Dentistry of Maranhão, Brazil. Enables natural-language lookups via a single consult tool.
    MIT

  • MCP Serve

    mark-oori
    A
    license
    Not graded
    quality
    B
    maintenance
    A server tool for running Deep Learning models that offers Shell execution, Ngrok connectivity, and Docker container hosting with support for multiple AI frameworks including Anthropic, Gemini, and OpenAI.
    4
    MIT

  • rarcane

    dinglebear-ai
    A
    license
    Not graded
    quality
    A
    maintenance
    MCP server for managing Docker containers, images, networks, volumes, and Compose projects via Arcane, exposing a single 'arcane' tool for read/write operations over stdio or HTTP.
    2
    AGPL 3.0

  • Harbor MCP Server

    bupd
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI models to interact with Harbor container registries to manage projects, repositories, and system configurations in real time. It provides a suite of tools for monitoring health, retrieving statistics, and performing searches across registry data.
    15
    4
    MIT

  • ContainerGuard MCP

    rockmelodies
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables remote container security monitoring and management through Docker API and SSH connections. Provides real-time container monitoring, security analysis, event tracking, and comprehensive security scanning for containerized environments.
    MIT

  • mcp-homelab

    asvarnon
    A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that gives AI assistants real-time access to your homelab infrastructure. It enables querying node status, managing Docker containers, controlling Proxmox VMs, and inspecting OPNsense firewall state through natural conversation.
    2
    MIT