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  • A
    license
    A
    quality
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    maintenance
    Enables AI assistants to access real-time web data through search, markdown scraping, and browser automation while bypassing anti-bot protections. It provides tools for web research, e-commerce monitoring, and data extraction from across the globe.
    4
    7,569 npm
    5
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    A browser automation MCP server that enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or vision models.
    24
    6,555,401 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
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    maintenance
    A FastMCP server that enables browser automation through natural language commands, allowing Language Models to browse the web, fill out forms, click buttons, and perform other web-based tasks via a simple API.
    5
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables compatible MCP clients to read JavaScript-rendered web pages as bounded Markdown or structured records, with URL policy and resource limits for safe, inspectable access.
    8 npm
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Integrates the Brave Search API into AI assistants to enable web and local business search capabilities. This allows models to perform real-time information retrieval and locate places using the Model Context Protocol.
    1
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    📇 ☁️ - Capture web pages as cryptographically signed, tamper-evident evidence. Ed25519 signatures, RFC 3161 timestamps, and WACZ archives. Four tools: capture_url, get_capture, list_captures, verify_capture.
    1 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Lets AI agents browse and read a university's student resource center portal, retrieving the resource pages for a given admission year and department along with progression and graduation requirements, student handbook sections, academic calendars, bus timetables, class advisors, application forms and manuals, and contact information, each answer cited with its source document and page. It is an unofficial tool that runs locally and drives Chrome or Edge to access the portal on the user's behalf.
    4
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Demonstrates using Playwright with the Model Context Protocol (MCP) to enable large language models to automate browser interactions, with an example of cursor-based pagination against the GitHub GraphQL API.
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  • F
    license
    Not graded
    quality
    C
    maintenance
    Provides web search capabilities using the Tavily API, enabling AI models to search the internet and retrieve up-to-date information.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Provides standard MCP tools for web search, page fetching with content extraction, and a combined research workflow that returns sources with excerpts, plus a session resource and fact-check prompt template.
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  • F
    license
    Not graded
    quality
    D
    maintenance
    Custom MCP tools for local development that enable file system access, shell command execution, and web resource browsing. Designed for local use with safety considerations for potentially destructive operations.
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