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"Google Scholar" matching MCP servers:

  • Google Scholar MCP Server

    docxmxm
    A
    license
    -
    quality
    D
    maintenance
    Enables academic research through Google Scholar by searching for papers, finding author publications, discovering recent research, and identifying highly cited works through web scraping with natural language queries.
    MIT

  • Scholar MCP

    ProPriyam
    A
    license
    B
    quality
    D
    maintenance
    A local MCP server that allows users to search Google Scholar for academic papers by topic, author, and year range without requiring API keys. It utilizes web scraping to provide paginated results for research and academic exploration through natural language.
    4
    2
    MIT

  • Google Researcher MCP

    zoharbabin
    A
    license
    A
    quality
    F
    maintenance
    Tools for AI assistant's deep research: * Google search + webpage reading (incl. JS-rendered pages) * Document & decks analysis * YouTube transcript extraction * Patents + academic paper search * Company and competitors research * Prompts for comprehensive-research, fact-check, summarize-url, news-briefing, patent-portfolio-analysis, competitive-analysis, literature-review, technical-deep-dive
    8
    157
    34
    MIT

  • google-search-mcp

    esinecan
    A
    license
    A
    quality
    B
    maintenance
    MCP server for Google Search using a logged-in browser profile, delivering personalized, ad-free results with advanced operators and pagination. It also fetches web pages as markdown through the same browser session.
    5
    MIT

  • Google Cheap Search

    SerpCheap
    A
    license
    A
    quality
    C
    maintenance
    Provides real-time Google search results (organic + knowledge graph) with country targeting, language, time filters, and pagination, at low cost.
    1
    12
    MIT

  • google-ads-transparency-mcp

    block-town
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that lets AI assistants look up any advertiser's Google ads. Search by domain or company name, retrieve ad creatives, and decode text ad content from Google's Ads Transparency Center.
    4
    6
    MIT

  • freshcontext-mcp

    PrinceGabriel-lgtm
    A
    license
    A
    quality
    B
    maintenance
    Real-time web intelligence with freshness timestamps. Every extraction returns a dated envelope so AI agents know exactly how old the data is. Covers GitHub, HN, Scholar, arXiv, YC, jobs, finance, and package trends.
    15
    128
    11
    MIT

  • Google Search MCP Server

    jspv
    A
    license
    A
    quality
    D
    maintenance
    Enables users to perform Google Custom Search queries through the Model Context Protocol. Requires Google API credentials and Custom Search Engine configuration for web search functionality.
    1
    MIT

  • Google Custom Search Engine

    Richard-Weiss
    A
    license
    A
    quality
    D
    maintenance
    Enables search capabilities using a Google Custom Search Engine, allowing users to input a search term and retrieve search result titles, links, and snippets, while facilitating integration with other tools for content extraction and advanced search strategies.
    1
    45
    The Unlicense

  • google-search-mcp-v2

    ye4wzp
    A
    license
    B
    quality
    C
    maintenance
    MCP server for Claude Code that provides Google text search, web content extraction, and image search with dual-platform (Google Images + Pinterest) and AI visual analysis with quality scoring.
    5
    MIT