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  • A
    license
    A
    quality
    B
    maintenance
    Browser-based research MCP server that drives a real Chromium browser via patched Playwright to access JavaScript-rendered content, dynamic tables, and login-walled dashboards. It provides tools for visiting URLs to extract DOM text and screenshots, and for performing structured data extraction using Anthropic Claude Sonnet.
    3
    Apache 2.0
  • F
    license
    B
    quality
    C
    maintenance
    MCP server for compact Reddit research packs. Enables Reddit data extraction, search, and trend analysis through a set of tools like reddit_search and reddit_thread.
    7
    -
  • -
    license
    B
    quality
    Not graded
    maintenance
    A Model Context Protocol compliant server that facilitates comprehensive web research by utilizing Tavily's Search and Crawl APIs to gather and structure data for high-quality markdown document creation.
    1
    18 npm
    12
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients to submit HTTPS WeChat article URLs and receive parsed title, author, timestamp, and Markdown body through an external extractor, with clear errors for invalid paths, missing tools, timeouts, or access restrictions.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables iterative deep research by integrating AI agents with search engines, web scraping, and large language models for efficient data gathering and comprehensive reporting.
    4 npm
    324
    MIT
  • A
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables comprehensive web research by leveraging Tavily's Search and Crawl APIs to gather and aggregate data for high-quality documentation generation. It provides structured JSON outputs for LLMs and includes configurable tools for secure file writing of research findings.
    18 npm
    3
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to search the web, fetch pages, and synthesize research through three tools: web_search, fetch_page, and research_topic, all in a single pay-per-use API call.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that enables academic research by searching Google Scholar, fetching paper content, and converting web pages to clean Markdown.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server that provides autonomous, multi-source web research capabilities for AI agents. It delivers comprehensive, validated information through deep research tools while maintaining security and compatibility with various LLM providers.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Multi-purpose research MCP server integrating web search, deep research, web scraping, research methodology routing, and GPT Researcher report generation.
    MIT