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101,138 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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  • A
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    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
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    A
    maintenance
    Reliable, scalable browser infrastructure for AI agents. Route, pool, and failover across any browser provider. 8 built-in browser tools using raw Chrome CDP - navigate, screenshot, snapshot, interact, evaluate. Zero-config with auto Chrome detection & concurrent sessions support
    1,293 npm
    18
    MIT
  • F
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    A full-stack API automation testing server that parses OpenAPI/Swagger/Postman/HAR specs, generates comprehensive test scenarios and executable code, and provides AI-powered review and auto-fix.
    -
  • A
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    A
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    maintenance
    Provides coding agents with visibility into test health through tools for flaky test detection, test quality linting, and LLM evaluation harness, enabling them to triage failures, review test quality, and check prompt changes for regressions.
    9
    Apache 2.0
  • A
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    A
    quality
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    maintenance
    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.
    22
    6,403,349 npm
    Apache 2.0
  • A
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    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or visually-tuned models.
    22
    6,403,349 npm
    Apache 2.0
  • A
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    maintenance
    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.
    24
    6,403,349 npm
    Apache 2.0
  • A
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    Provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without screenshots.
    24
    6,403,349 npm
    Apache 2.0
  • A
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    maintenance
    Enables browser automation and web interaction through structured accessibility snapshots using Playwright. Supports clicking, typing, navigation, form filling, and other web actions without requiring screenshots or vision models.
    6,403,349 npm
    -
  • A
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    maintenance
    Enables browser automation and web page interaction using Playwright's accessibility tree for fast, deterministic actions without screenshots or vision models.
    6,403,349 npm
    Apache 2.0
  • A
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    maintenance
    Provides browser automation capabilities for LLMs using Playwright's accessibility tree, enabling web page interaction through structured data without vision models.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides browser automation capabilities using Playwright, allowing LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or vision models.
    2
    Apache 2.0
  • A
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    Not graded
    quality
    D
    maintenance
    An MCP server that enables AI-powered browser automation, web scraping, and testing using Playwright across Chromium, Firefox, and WebKit. It allows users to perform actions like navigation, clicking, typing, and taking screenshots through natural language interfaces.
    14 npm
    MIT