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  • A
    license
    A
    quality
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    maintenance
    Enables hybrid web search and intelligent content extraction, combining semantic search with documentation-optimized reading that strips noise and returns clean, token-efficient context for AI agents.
    2
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    A browser-automation MCP server built on Playwright that provides deterministic snapshots via MutationObserver/requestAnimationFrame, HITL governance, multi-task isolation, and self-healing browser sessions for LLM-driven browsing.
    25
    51 PyPI
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables AI agents to control legacy web applications running in Microsoft Edge's IE Mode via MCP, using Selenium WebDriver and IEDriverServer for browser automation.
    10
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    quality
    C
    maintenance
    Enables Agent-driven browsing in an independent Microsoft Edge profile with navigation, snapshots, iframe/DOM interaction, screenshot-coordinate clicks, hover, typing, dialog handling, and manual take/release control. It also exposes real-time JPEG preview and optional native sidebar integration in Hermes CN Desktop v0.9.0.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides browser automation capabilities for LLMs using Playwright's accessibility tree instead of screenshots. It enables models to interact with web pages through fast, structured, and deterministic data snapshots.
    6,403,349 npm
    Apache 2.0
  • F
    license
    Not graded
    quality
    C
    maintenance
    Provides OpenAI-compatible API, MCP, and CLI for Google AI Mode, with automatic fallback to a real Chrome browser to bypass TLS fingerprint detection.
    1
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