Skip to main content
Glama
119,142 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,247 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Information about playwrights or the Playwright framework" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI coding agents to run one-shot commands and copy single files to and from remote servers through The Bastion, which authenticates, authorizes, and records each action. Access is controlled by the bastion rather than allowlists or deny lists.
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Exposes persistent, stateful remote Bash sessions to AI agents via SSH, enabling command execution with preserved working directory and environment.
    7
    72 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    AI-native security research platform that integrates Claude with MCP to execute real offensive security tools in an isolated Docker container, enabling natural language-driven recon, CVE scanning, Active Directory enumeration, and cryptographic posture assessment.
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Runs shell commands inside an existing microsandbox sandbox rather than on the Windows host, tracking the working directory and translating paths between the host project folder and the sandbox mount. Exposes tools for foreground or background execution with timeouts, output retrieval, killing processes, and listing them.
    4
    115 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Runs as an MCP server providing file system operations, shell execution, and system information tools, allowing Claude or any MCP client to edit files and control the machine.
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides AI coding agents with structured, evidence-based diagnostics about the local development environment, detecting tech stack, runtime mismatches, dependency state, services, ports, and Git status without exposing secrets or using network calls.
    10
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to interact with a local Metasploit Framework instance through the Model Context Protocol for AI-driven red teaming, exposing RPC calls, persistent consoles, native process execution, interactive terminals, and local file access through 23 tools.
    23
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for Webmin system administration. 61 tools across 12 modules covering system monitoring, services, users, cron, packages, files, storage (SMART + LVM), security (Fail2ban), MySQL databases, Webmin ACL, and disk quotas. Four-tier safety framework with safe mode on by default. Python, MIT license, Docker and local deployment supported.
    61
    10
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A TypeScript-based MCP server that enables Claude Desktop to perform file operations and retrieve system information, with built-in security features that restrict access to safe directories only.
    6
    21 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables secure SSH access to servers through a gateway with Kerberos authentication, allowing execution of whitelisted commands with pattern-based security controls and server information retrieval.
    5
    2
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    A server based on the MCP framework that provides remote server management capabilities through SSH, supporting features like connection pooling, file transfers, and remote command execution.
    7
    -
  • A
    license
    B
    quality
    D
    maintenance
    About AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.
    37
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    MCP server that enables AI to fully control macOS — mouse, keyboard, terminal, screenshots, window management, UI element detection, and provides AI-optimized information reporting.
    36
    30 npm
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Provides Unix command documentation directly within Claude conversations, allowing users to retrieve help pages, man pages, and usage information without leaving the chat interface.
    3
    2
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to securely manage and execute commands on remote Windows servers via WinRM, including PowerShell execution, system information retrieval, and service management.
    6
    34 PyPI
    6
    MIT
  • F
    license
    C
    quality
    Not graded
    maintenance
    An MCP server that provides weather alerts and forecasts using the National Weather Service API, with additional system tools for shell commands and process information.
    3
    1
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP clients to list existing local terminal sessions, read current screen output, and send prompts to operator-approved terminals through an existing herdr-core Unix socket without starting or managing the core.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides read-only access to Unix/Linux command-line tools for AI agents, blocking dangerous operations like file deletion, modification, and command execution while enabling safe file inspection, searching, and system information gathering.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Local credential broker that enables AI agents to securely run CLI tools like SSH and MySQL without exposing passwords to the AI context, environment variables, or process listings.
    3
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Connects ChatGPT Web chat directly to a local computer, enabling verified file editing, terminal command execution, Playwright browser automation, code intelligence, and desktop control through the Model Context Protocol. Every operation is backed by pre- and post-condition checks such as SHA-256 byte readback and live DOM validation, so agents can trust that reported successes actually happened.
    68 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to see and drive a live Windows remote desktop session inside VS Code — capturing screenshots, clicking, moving, dragging and scrolling, typing Unicode text, sending key combinations, syncing the clipboard, and running PowerShell or cmd commands on the remote machine with text output and exit codes.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A comprehensive MCP server that enables file operations, mathematical calculations with unit conversions, and system information retrieval. Provides secure access to local file system, calculator functions with statistics, and system monitoring capabilities.
    8 npm
    ISC
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables an MCP client to run commands and inspect or edit files across multiple named SSH hosts through a single local connection, keeping terminal state between calls and reading long output a page at a time. It reports honest exit statuses and handles router CLIs and pagers such as --More-- without dumping whole logs into the conversation.
    70 PyPI
    3
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to assess the risk of shell commands before execution, providing a probability of harm and a suggested action (auto, warn, or confirm).
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to access the local machine over MCP for terminal commands, file operations, code search, process management, and reading or editing PDF, Excel, and Word documents, with no telemetry.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to execute commands and read files or directories on pre-registered, fingerprint-verified SSH hosts by alias or IP, while keeping encrypted passwords local and inaccessible to the agent.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A secure protocol server that allows AI assistants to safely interact with Ubuntu systems through controlled file operations, command execution, package management, and system information retrieval.
    46
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes every non-interactive GNU screen operation as MCP tools, letting an assistant list, create, send commands or files to, capture output from, clean up, and kill sessions. Works transparently for sessions on the local machine or on remote hosts reachable over SSH, using the recorded host registry, so remote sessions need no special transport.
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables users to save frequently used long prompts as simple shortcuts like /review or /debug. Transform 500-word prompts into 8-character commands across any MCP-compatible platform.
    5 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables ChatGPT on the web or mobile to run commands and edit files on a Windows PC through OpenAI Secure MCP Tunnel without opening inbound ports or exposing a public address.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A local MCP bridge that lets ChatGPT chat mode operate the user's own computer, running project, file, and shell tasks through a local executor and returning progress and results to the conversation. It also coordinates Codex sessions (persistent or one-off) and other agent CLIs as sub-agents.
    MIT
  • A
    license
    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.
    150
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Exposes an API that lets MCP clients such as Claude Desktop or 5ire execute terminal commands on a Kali Linux machine, including offensive security tools like Nmap, sqlmap, Nikto, gobuster, Metasploit, Hydra, and John the Ripper. This enables AI-assisted penetration testing and real-time CTF challenge solving, with structured output returned to the agent.
    MIT