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91,494 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 3,330 matching servers on stars, growth, downloads and maintenance. Updated .

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  • 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.
    485 npm
    1
    Apache 2.0
  • A
    license
    A
    quality
    B
    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
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables local analysis of scientific papers including PDF parsing, mathematical formula extraction with AST generation, PyTorch code generation from methodology, and automated Markdown report generation with visualizations.
    15
    -
  • A
    license
    A
    quality
    C
    maintenance
    Provides read-only access to iFixit repair guides, device information, repairability scores, categories, search, media, and contributor profiles via MCP tools.
    8
    BSD Zero Clause
  • F
    license
    A
    quality
    C
    maintenance
    Provides AI coding agents with version-aware StencilJS API references, decorator signatures, lifecycle hooks, and best practices to help them write idiomatic Stencil code.
    4
    -
  • A
    license
    A
    quality
    A
    maintenance
    Gives an AI agent complete knowledge of a specific DevExpress XAF application: its entities, controllers, actions, business rules, Model Editor customizations, custom property editors and the version-gated data migrations that ran once on a production database. Reads the source with Roslyn without compiling it, so it works on a branch that does not build and needs no DevExpress licence.
    12
    9
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that provides development standards and best practices context to AI coding assistants, ensuring generated code adheres to team/project conventions.
    3
    20 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that provides access to web accessibility documentation, enabling search and retrieval of W3C WAI-ARIA patterns and accessibility best practices.
    3
    5 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides access to PatternFly React documentation, development rules, and component schemas through MCP tools, enabling AI assistants to help developers build applications with PatternFly components following best practices.
    2
    1,738 npm
    5
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to create, enhance, and manage SAP Mobile Development Kit projects using best practices, templates, and CLI tools.
    4
    5,993 npm
    37
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Connects to vibe-code-best-practices.vercel.app to index 817 tools across 185 sections and 10 domains, routes the right tool/Skill for your project need, and can recommend a full stack.
    9
    MIT