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

  • 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
    241
    8
    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

  • Deep Research MCP Server

    pinkpixel-dev
    A
    license
    Not graded
    quality
    C
    maintenance
    A Model Context Protocol server that performs comprehensive web research by combining Tavily Search and Crawl APIs to gather extensive information and provide structured JSON output tailored for LLMs to create detailed markdown documents.
    101
    27
    Apache 2.0

  • google-health-mcp

    partymola
    A
    license
    A
    quality
    A
    maintenance
    MCP server for the Google Health API: heart rate, activity, sleep, SpO2, HRV, ECG and irregular-rhythm notifications, read into a local SQLite cache for fast offline queries and trend analysis. OAuth 2.0 with automatic token refresh, incremental sync, a cache-only offline mode, and a doctor command that diagnoses a setup without spending quota.
    19
    GPL 3.0

  • mcp-google-forms

    A1-x-Tech
    A
    license
    A
    quality
    A
    maintenance
    An MCP server for the Google Forms API that enables creating and editing forms, publishing them, reading responses, and setting up push notifications from AI clients using natural language.
    13
    138
    MIT

  • mcp-google-business

    A1-x-Tech
    A
    license
    A
    quality
    A
    maintenance
    Enables managing Google Business Profiles through natural language: list locations, reply to reviews, create local posts, and fetch performance metrics.
    20
    147
    MIT

  • mcp-google-merchants

    A1-x-Tech
    A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to manage Google Merchant Center accounts via the Merchant API, including product feeds, promotions, data sources, and MCQL reports with read and write operations.
    22
    125
    MIT

  • google-flights-mcp

    manganate006
    A
    license
    A
    quality
    B
    maintenance
    Search Google Flights for one-way, round-trip and multi-city fares, with offline airport lookup and nearby-airport resolution.
    6
    MIT

  • Google Health MCP

    davidmosiah
    A
    license
    A
    quality
    A
    maintenance
    A local-first MCP server that enables AI agents to read user-authorized Google Health API v4 data from Fitbit, Pixel Watch, and partners via OAuth, with tokens never leaving the machine.
    26
    620
    44
    MIT

  • MCP Google Map Server

    cablate
    A
    license
    B
    quality
    A
    maintenance
    A Model Context Protocol server that provides Google Maps API integration, allowing users to search locations, get place details, geocode addresses, calculate distances, obtain directions, and retrieve elevation data through LLM processing capabilities.
    7
    1,992
    428
    MIT

  • Google Search Console MCP

    A1-x-Tech
    A
    license
    A
    quality
    A
    maintenance
    MCP server for the Google Search Console API. Enables search performance analytics, sitemap management, URL index inspection, and property management through natural language.
    12
    150
    MIT