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  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables evidence-traceable annotation of human and mouse single-cell data by resolving ontology terms, searching versioned marker and reference-atlas indexes, ranking and auditing candidate cell types, and exporting sealed decision bundles with provenance.
    1
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to invoke a local Stata installation, including a Windows Stata build under Wine on Linux and macOS, for regression analysis, econometrics, paper replication, and empirical research with command guards, resource monitoring, and automatic log capture.
    4
    2
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables users to retrieve current daily trending Google searches for any ISO country, including approximate traffic floors and associated news coverage.
    22 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Queries Google Trends for interest over time, related and rising queries, regional interest, and trending topics without requiring an API key or account.
    1
    MIT
  • 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
  • A
    license
    Not graded
    quality
    D
    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
  • F
    license
    Not graded
    quality
    D
    maintenance
    A production-grade Google Trends MCP server for AI workflow integration. Supports batch research of up to 50 keywords with cross-batch normalization, compare up to 5 keywords precisely, async task support, REST API + GPT Actions, and 7 major AI clients.
    1
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    MCP server for querying monday.com's Google Ads accounts from Cursor, Claude Code, or Claude Desktop.
    -
  • 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 npm
    36
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to query live trend data and historical search volume across 30+ platforms like Google, TikTok, YouTube, Amazon, and Reddit, including growth comparisons and top-ranking trends.
    3
    14
    MIT
  • A
    license
    A
    quality
    D
    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
    138 npm
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables MCP clients to perform live Google searches and retrieve structured SERP data including organic results, AI Overviews, People Also Ask, AI Mode answers, news, shopping, and short-video results via eight read-only tools.
    10
    73 npm
    54 PyPI
    18
    MIT
  • A
    license
    A
    quality
    B
    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
    20 PyPI
    2
    MIT
  • A
    license
    A
    quality
    C
    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.
    10
    669 PyPI
    38
    MIT