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"Google Scholar" matching MCP servers:

  • Google Scholar MCP Server

    johnisanerd
    A
    license
    -
    quality
    C
    maintenance
    Enables searching Google Scholar for academic papers, citations, and author profiles, returning structured JSON results including titles, authors, citation counts, abstracts, and PDF links.
    1
    MIT

  • 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

  • google-scholar-search-mcp

    LWaetzig
    A
    license
    -
    quality
    C
    maintenance
    An MCP server for searching Google Scholar, enabling paper search, author lookup, citation tracking, and BibTeX export for AI assistants and automation workflows.
    2
    MIT

  • scholar-search

    MuliMuri
    F
    license
    A
    quality
    B
    maintenance
    Enables searching Google Scholar papers with year filtering, deduplication, and proxy support. Also provides paper detail retrieval, TF-IDF relevance analysis, and chart generation via MCP tools.
    4

  • Scholar MCP Server

    mlintangmz2765
    A
    license
    A
    quality
    C
    maintenance
    Unified MCP server for scientific literature search and extraction, integrating databases like Scopus, OpenAlex, Semantic Scholar, and Unpaywall to enable AI agents to discover papers, track citations, and analyze content.
    27
    MIT

  • mcp-scholar

    renyumeng1
    F
    license
    B
    quality
    D
    maintenance
    "mcp\_scholar" is a Python-based tool for searching and analyzing Google Scholar papers, supporting features like keyword-based searches and integration with MCP clients and Cherry Studio. It provides functionalities such as fetching top-cited papers from scholar profiles and summarizing research top
    7
    54

  • 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

  • semantic-scholar-mcp

    benhaotang
    A
    license
    -
    quality
    D
    maintenance
    Enables searching and retrieving academic paper metadata from Semantic Scholar, including paper details, citations, and author information.
    20
    MIT

  • google-ads-mcp

    Reuben1987AI
    A
    license
    -
    quality
    C
    maintenance
    Enables AI agents and LLMs to interact with Google Ads accounts, allowing search, retrieval of resource metadata, and listing accessible customers via the Google Ads API.
    Apache 2.0

  • semantic-scholar-mcp

    hy20191108
    A
    license
    -
    quality
    C
    maintenance
    Access millions of academic papers from Semantic Scholar using the Model Context Protocol, with tools for paper search, author analysis, and research organization.
    5
    MIT

  • Semantic Scholar MCP Server

    truaxki
    F
    license
    -
    quality
    D
    maintenance
    Enables searching and retrieving academic papers, authors, citations, and references from Semantic Scholar via an HTTP MCP server with caching and rate limiting.

  • Scholar Sidekick

    mlava
    A
    license
    A
    quality
    A
    maintenance
    Resolves scholarly identifiers — DOI, PubMed ID, PMCID, ISBN, ISSN, arXiv, ADS bibcode — into clean, formatted citations in any of 10,000+ CSL styles. Returns plain text, HTML, Markdown, RIS, BibTeX, CSL-JSON, or EndNote XML for direct paste or reference manager import.
    7
    280
    7
    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

  • Scholar Feed MCP Server

    YGao2005
    A
    license
    A
    quality
    A
    maintenance
    Enables searching and analyzing over 560,000 CS/AI/ML research papers with LLM-powered novelty scoring and summaries. Supports literature reviews, trend monitoring, benchmark tracking, and deep research sessions through 23 specialized tools.
    25
    235
    10
    MIT

  • ResearchTwin

    martinfrasch
    A
    license
    A
    quality
    F
    maintenance
    For AI agents and humans: Discover researchers, publications, datasets, and code repositories across a federated network of researcher digital twins. Compute S-Index impact metrics combining citation data from Semantic Scholar and Google Scholar with code and dataset quality scores from GitHub and Figshare.
    8
    1
    MIT