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97,619 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,678 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
    B
    maintenance
    Provides specialized development tools and utilities for Next.js, allowing AI agents to perform runtime diagnostics and access official documentation. It enables automated context initialization and real-time interaction with Next.js development servers to query application state.
    4
    112,303 npm
    828
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI apps to compare Korean public notice HWP/HWPX files from consecutive years, extracting changed application requirements and required documents with cited original text locations.
    4
    35 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that enables accessing Jira and Confluence using browser cookies captured via a Chrome extension, avoiding the need for API tokens or browser automation. It wraps the mcp-atlassian toolset and works with Atlassian Cloud and Server/Data Center behind SSO.
    1
    GPL 3.0
  • A
    license
    A
    quality
    F
    maintenance
    This server integrates with Mozilla Developer Network (MDN) documentation to suggest CSS properties, check browser support, and provide implementation guidance with user consent mechanisms.
    4
    1 npm
    4
    MIT
  • F
    license
    B
    quality
    C
    maintenance
    A CLI chat application that enables interactive AI conversations with document retrieval and command-based prompts through the Google Gemini API, integrating MCP tooling for extensible server interactions.
    2
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Scaffolds a documentation repository that serves as a remote MCP server, providing agentic search tools (glob, grep, read) over markdown docs, with a minimal browser UI.
    3 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to assist with UI5 application development by providing tools for project scaffolding, API reference lookup, code analysis, and validation.
    90,688 npm
    101
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to interact with the Roark REST API, allowing them to explore endpoints, make test requests, and use documentation to help integrate this SDK into your application.
    18,098 npm
    7
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables offline browser compatibility and Baseline status lookup for web features, including support checks, search, and comparison against browserslist targets, using bundled MDN, web-features, and caniuse data.
    347 npm
    1
    Apache 2.0