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  • 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-trends-mcp

    purahmanian
    A
    license
    A
    quality
    B
    maintenance
    Provides free Google Trends data (interest over time, term comparison, related queries, trending now, regional breakdown) to MCP-compatible AI clients without needing an API key.
    5
    49
    MIT

  • google-data-mcp

    ducnhd
    A
    license
    A
    quality
    C
    maintenance
    MCP server providing access to Google Trends, YouTube listings, Google Ads Transparency, and Google Play reviews via plain HTTP, with no API key required. It caches results and paces requests to work within Google's informal rate limits.
    7
    MIT

  • Google Search Console MCP

    surendranb
    A
    license
    A
    quality
    A
    maintenance
    Transforms raw Google Search Console signals into actionable marketing insights, such as detecting cannibalization, segmenting search intent, and identifying citation opportunities, for any MCP-compliant AI agent.
    8
    37
    MIT

  • NotebookLM MCP Server

    ignitabull18
    A
    license
    A
    quality
    -
    maintenance
    Enables interaction with Google's NotebookLM through natural language, allowing users to create and manage notebooks, add sources from URLs/YouTube/Google Drive, query AI for insights, generate audio podcasts and other studio content, and perform AI-powered research and analysis.
    32
    3

  • NotebookLM MCP Server

    ran-ai-agency
    A
    license
    A
    quality
    D
    maintenance
    Enables interaction with Google NotebookLM through natural language to create and manage notebooks, add sources from URLs/YouTube/Google Drive, perform AI-powered research and analysis, generate audio podcasts, videos, infographics, and slide decks from notebook content.
    32
    MIT
  • millimap-mcp by milliomics

    millimap-mcpofficial

    milliomics
    A
    license
    A
    quality
    D
    maintenance
    Enables Claude Desktop to read and drive analyses on the active MilliMap session, including datasets, clusters, annotations, and markers.
    12
    MIT

  • vmd-mcp

    Alierkn
    A
    license
    A
    quality
    C
    maintenance
    Drive VMD headlessly from any MCP client to analyze structures and trajectories, and ray-trace publication-quality images with no display.
    12
    MIT

  • vmd-hydrate-mcp

    wjgoarxiv
    A
    license
    A
    quality
    A
    maintenance
    Drive VMD from any LLM — render GROMACS/LAMMPS trajectories and analyze clathrate-hydrate cages through the Model Context Protocol.
    17
    MIT

  • Google Trends MCP

    den-indance
    A
    license
    B
    quality
    B
    maintenance
    Enables Claude to query Google Trends data such as keyword interest, related queries, and regional popularity, with robust proxy rotation to bypass Google's anti-bot measures.
    5
    35
    1
    MIT

  • Google Search MCP Server

    1999AZZAR
    A
    license
    B
    quality
    -
    maintenance
    Provides advanced Google Custom Search functionality, web content extraction, and specialized research tools such as search analytics, multi-site search, and fact checking. Works as an MCP server compatible with any MCP client.
    10
    MIT

  • Google Ads MCP Server

    saikrishna406
    A
    license
    -
    quality
    C
    maintenance
    Enables AI assistants to manage, report, and analyze Google Ads campaigns securely with encrypted multi-client support, real-time API integrations, and audit trail logging.
    47
    MIT