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"Using Google Scholar for Conducting Deep and Critical Literature Reviews" matching MCP servers:

  • Google Scholar MCP Server

    johnisanerd
    A
    license
    Not graded
    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
    Not graded
    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
    Not graded
    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

  • literature-search-mcp

    PHoenixs57
    A
    license
    A
    quality
    B
    maintenance
    A standalone MCP server that searches multiple scholarly metadata providers (PubMed, Europe PMC, bioRxiv, Crossref, OpenAlex, Semantic Scholar, arXiv), deduplicates results, and returns ranked literature with optional open-access full-text retrieval from Europe PMC.
    3
    1
    Apache 2.0

  • 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

  • Literature MCP

    Saurabhsing21
    A
    license
    Not graded
    quality
    D
    maintenance
    A specialized MCP server that provides a structured interface to the Europe PMC database for biological and clinical evidence retrieval. It enables LLMs to gather, rank, and synthesize published research focusing on therapeutic targets and disease associations.
    1
    MIT

  • Google Maps Reviews Scraper

    qingyun-wu
    F
    license
    Not graded
    quality
    D
    maintenance
    This server enables users to programmatically scrape and access Google Maps reviews through a Multi-Agent Conversation Protocol interface to the Apify API.

  • 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
    173
    10
    MIT

  • cuc-literature-mcp

    SHENAO1
    A
    license
    A
    quality
    B
    maintenance
    Enables searching Web of Science for CUC SCI papers, downloading PDFs, and syncing results to Tencent Docs through persistent browser automation. Supports advanced queries, deduplication, CAS journal classification mapping, and incremental sync while preserving manual notes.
    7
    MIT

  • voc-amazon-reviews

    mguozhen
    A
    license
    A
    quality
    D
    maintenance
    Agent-native Amazon review intelligence — fetches verified reviews from 10 marketplaces via real Shulex OpenAPI (not scrapers) and produces copy-ready listing improvements grounded in actual customer language. Backed by a 2B-review historical dataset that Helium 10 / Jungle Scout can't replicate. Works in any MCP client (Claude Code, Claude Desktop, ChatGPT, Cursor, Windsurf, VS Code, Cline).
    6
    33
    MIT

  • Scholar Relay

    adhithyan05
    A
    license
    A
    quality
    C
    maintenance
    An AI-powered research assistant that enables students to discover papers, generate summaries, and build bibliographies with cross-device session continuation using MCP and LangGraph.
    11
    MIT

  • scholar-mcp

    pvliesdonk
    A
    license
    A
    quality
    A
    maintenance
    A FastMCP server for the scholarly citation landscape that enables LLMs to search, cross-reference, and retrieve prior art across papers, patents, books, and standards via multiple APIs.
    22
    2
    MIT