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100,867 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,852 matching servers on stars, growth, downloads and maintenance. Updated .

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"IDE extensions for browser debugging and e2e testing beyond Playwright MCP" matching MCP servers:

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  • F
    license
    A
    quality
    C
    maintenance
    Reproduces and verifies website bug tickets in a real browser, returning annotated video, Playwright trace, screenshots, logs, and a verdict per acceptance criterion.
    18
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server for Pangolin BEYOND laser software, providing 117 tools across 20 categories for AI-driven control of laser shows via OSC, including cues, zones, brightness, BPM, and more.
    7
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.
    34
    3
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables client-to-client communication between IDEs and development tools, allowing real-time collaboration across Cursor, VS Code, Windsurf, and other editors through bidirectional messaging and AI agent coordination.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables natural-language chat-driven API testing, letting users upload API specs, run deterministic pytest checks against live targets, inspect results, create defects, and view failure trends.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A stateless MCP server that enables real-time, bidirectional messaging and collaboration between different IDEs and AI agents. It facilitates client-to-client communication, allowing tools like Cursor, VS Code, and Windsurf to coordinate workflows and share information seamlessly.
    1
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    An end-to-end test MCP server built with FastMCP that exposes a REST API as a set of tools for AI agents. It enables LLMs to perform CRUD operations on an upstream API by mapping HTTP methods to MCP tools.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables automated browser testing of web applications using Playwright, supporting user interactions, form submissions, console monitoring, network request inspection, and visual verification through screenshots.
    -
  • F
    license
    A
    quality
    D
    maintenance
    Transforms chat conversations with AI into structured markdown summaries and automatically saves them to organized files in your notes directory. Supports different summary styles, handles large conversations through chunking, and provides tools to manage your saved summaries.
    4
    -
  • A
    license
    B
    quality
    Not graded
    maintenance
    A MCP server that provides browser automation tools, allowing users to navigate websites, take screenshots, click elements, fill forms, and execute JavaScript through Playwright.
    8
    2
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    Provides browser automation capabilities for LLM applications, enabling web page interaction and data extraction via Playwright.
    12
    41 PyPI
    10
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Unified MCP server for browser automation (Playwright + CDP + CLI) and bookmark management across Chrome, Firefox, Edge, and Brave, including cross-browser sync, deduplication, and a React dashboard.
    1
    MIT