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20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,477 matching servers on stars, growth, downloads and maintenance. Updated .

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    An MCP server that lets AI agents see, act on, and verify the rendered Neovim UI, like a Playwright for Neovim. It provides tools to launch/attach to Neovim, observe the screen, send input, and wait for conditions.
    8
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    A minimal MCP server that exposes a single tool to query local hardware information (OS, CPU, memory, architecture).
    1
    -
  • A
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    A
    quality
    D
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    Enables users to interact with container registries through the ORAS CLI, providing information about container images, platforms, and signatures via natural language queries.
    7
    Apache 2.0
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    C
    quality
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    Connects Jira with Claude, enabling users to search issues, view issue details, update issues, add comments, and retrieve project information through natural language commands.
    1
    76 npm
    1
    MIT
  • A
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    An MCP server that allows users to ping other hosts to check network connectivity and diagnostic information. It enables LLMs to perform network latency tests and host availability checks through a standardized interface.
    MIT
  • A
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    Not graded
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    A
    maintenance
    MCP server that enables AI agents to execute commands on remote machines via SSH with secure credential handling, multiple host support, and configurable security guards.
    17 npm
    ISC
  • A
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    D
    maintenance
    A local MCP server that enables LLMs to execute shell commands on remote Linux and Windows systems via SSH with configurable timeout and authentication options.
    13,727 npm
    MIT
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    D
    maintenance
    Enables interaction with EPICS (Experimental Physics and Industrial Control System) process variables through natural language. Supports reading PV values, setting PV values, and retrieving detailed PV information for monitoring and controlling hardware or software parameters.
    1
    MIT
  • A
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    A starter MCP server using StdioServerTransport, providing example tools to check which app runs on a port (macOS) and add two numbers.
    39 npm
    ISC
  • 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.
    94 npm
    5
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    A lightweight adapter for creating MCP servers using Express.js, enabling multiple MCP clients on different endpoints with TypeScript support and SSE.
    112 npm
    11
    MIT
  • A
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    C
    maintenance
    An MCP server that enables AI assistants to perform development operations on remote servers via SSH, including executing commands, managing files, and browsing directories.
    1
    MIT
  • A
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    Not graded
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    C
    maintenance
    Enables secure SSH-based operations on Oracle Linux 8+ hosts through a curated, YAML-defined capability catalog, with typed parameters, two-phase confirmations for mutations, and full audit logging.
    Apache 2.0
  • A
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    maintenance
    MCP server for remote machine operations via SSH, providing a single tool to execute any shell command on remote machines with real-time progress streaming.
    51 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables retrieval, setting, and detailed information lookup of EPICS process variables (PVs) for monitoring and controlling hardware or software parameters.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    A minimal MCP server that executes commands on remote hosts by delegating to the local ssh binary, supporting batch-mode execution and optional timeout.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Provides MCP clients with a persistent SSH shell on legacy Unix hosts, including session management, SFTP file transfer, and ClearCase workflow helpers.
    13,727 npm
    MIT
  • A
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    D
    maintenance
    A server that enables accessing and managing ApiFox API information through the Model Context Protocol, supporting both HTTP services and CLI commands.
    36 npm
    3
    ISC