Skip to main content
Glama
81,811 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 2,831 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"A server for monitoring browser console, network, and app logs" matching MCP servers:

GET /v1/servers — MCP directory API reference
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to execute Ruby console commands (Rails console, IRB, etc.) with persistent session support for interacting with Ruby/Rails applications through natural language.
    14
    6
    MIT
  • F
    license
    Not graded
    quality
    A
    maintenance
    MCP server that lists, installs, and removes applications on Linux targets via Peckboard, supporting local and remote SSH hosts with distro package managers and pip.
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to fully interact with console applications, monitor output, detect errors, and automate terminal workflows across multiple sessions. Similar to how Playwright works for web browsers but for command-line interfaces.
    138
    45
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Aggregates network operations tools such as retrieving local network configurations and scanning ports, enabling IT professionals to perform these tasks via natural language.
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables agents to access network device management interfaces via SSH, keeping credentials on the server side. Supports both interactive terminal sessions and command execution on devices like Huawei VRP, MikroTik, and OpenWrt.
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to find and launch Windows applications by name using multi-strategy discovery via registry, Start Menu, PATH, and common directories.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Launch Windows applications by name, alias, or path via MCP, supporting arguments and working directories. Uses Task Scheduler to detach launched processes so they persist independently of the MCP server.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A local MCP server that lets Hermes supervise Claude Code, delegating focused coding, research, or review tasks to the Claude Code CLI and managing worker sessions, background jobs, cancellations, and read-only reviews.
    2
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    GDB Enhanced Features MCP server for remote debugging and CTF exploitation with 41 specialized tools including ROP search, format-string detection, and memory patching.
    10
  • A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to interact with and manage Minecraft servers through a standardized interface, supporting server monitoring, player management, log analysis, and command execution.
    11
    MIT