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  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables interactive element inspection on any website, allowing users to click elements and send detailed information (tag, classes, styles, attributes) to Claude for analysis.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables Claude Code to control your actual logged-in Chrome browser through an MV3 extension, perceiving pages as element tables and performing actions such as navigation, clicks, typing, and assertions via CDP.
    8
    4
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    An advanced Playwright MCP server that enables efficient browser automation through compressed accessibility snapshots, sandboxed code execution, and visual element labeling. It features 90% DOM compression and integrated DevTools for deep web inspection and interaction.
    5
    2
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to drive a Linux/X11 desktop via AT-SPI accessibility-tree perception and element-level actions, avoiding screenshots and coordinate clicking.
    14
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    yade-mcp connects AI agents to YADE — the open-source discrete element method engine — through the Model Context Protocol. Browse API docs, run simulations, and execute code, all through natural conversation.
    7
    34 PyPI
    14
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for automating and introspecting native Qt applications (QWidget and QML) without source changes. Enables AI agents to control running Qt apps through UI snapshots, element lookup, and real input simulation.
    25
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Connects Claude to a live Chrome browser's accessibility tree to generate stable, framework-agnostic test selectors and perform accessibility audits. It enables users to read element roles and states exactly as a screen reader would to help write, debug, and migrate test suites using natural language.
    8
    4 npm
    9
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A high-performance browser automation MCP server that provides AI agents with a fast, persistent Chromium instance via Playwright. It features reference-based element interaction, snapshot diffing, and manual handoff capabilities to handle complex tasks like CAPTCHAs.
    61
    13 npm
    32
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Gives AI agents a compact, semantic interface to the browser, returning structured page snapshots with stable element IDs instead of raw DOM. Enables agents to navigate, interact, and extract information from web pages efficiently.
    6
    26
    353 npm
    17
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server + Chrome extension that drive the user's real, logged-in Chrome over a local WebSocket. 59 token-efficient web-dev tools: compact element refs instead of screenshots, server-side table filtering, visual regression, accessibility/SEO/security audits, network mocking. Also runs on ChromeOS/Crostini.
    59
    658 npm
    5
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to understand web page structure and content through structured data extraction and element discovery using Playwright, eliminating the need for screenshots.
    4
    7 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    The official MCP interface for AgentFEM, giving AI agents seven typed tools to create, validate, run, inspect, and verify finite-element simulations while preserving scientific evidence.
    7
    35 PyPI
    Apache 2.0