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  • google-ads-mcp

    Reuben1987AI
    A
    license
    Not graded
    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

  • Earth Engine MCP Server

    Dhenenjay
    -
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables satellite imagery analysis through Google Earth Engine, allowing users to search datasets, calculate vegetation indices like NDVI, filter collections by location and date, and export imagery to cloud storage. Supports major satellite datasets including Sentinel-2, Landsat, and MODIS for applications like agriculture monitoring and deforestation tracking.

  • 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

  • cosmos-mcp

    EmaCuvillier
    A
    license
    A
    quality
    C
    maintenance
    MCP server exposing public NASA APIs (APOD, Mars rover photos, near-Earth objects, Earth imagery) with tools, a resource, and a prompt, providing visual Markdown responses and a Spanish-language space briefing skill.
    4
    157
    MIT

  • jaxa-earth-mcp

    a-hikata
    A
    license
    A
    quality
    C
    maintenance
    Enables interactive access to JAXA's satellite observation data (precipitation, land surface temperature, NDVI, elevation, soil moisture) via Claude, providing tools for point time series, dataset information, and area image generation.
    4
    MIT

  • DEM Terrain Analysis

    ava11235
    A
    license
    A
    quality
    C
    maintenance
    AI-powered terrain analysis for any location on Earth. Uses super-resolution and computes environmental risk metrics including erosion, water flow, and a composite Site Intelligence Score.
    3
    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
    53
    MIT

  • google-data-mcp

    ducnhd
    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
    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.
    10
    38
    MIT

  • NASA MCP

    jdalbright
    F
    license
    A
    quality
    C
    maintenance
    Provides compact, assistant-friendly tools for NASA's public APIs, including APOD, space weather, Earth events, and media library, without flooding the context window.
    9

  • Scientific Tools MCP Server

    shomechakraborty
    F
    license
    A
    quality
    D
    maintenance
    High-value scientific tools for AI agents — literature search (PubMed, arXiv, Semantic Scholar), chemical compound lookup (PubChem, ChEMBL), patent prior art search (USPTO, EPO), GPU spot prices across 4 providers, and real-time earth science data (USGS, NASA, OpenAQ). Per-call billing via API key. Keys issued instantly at https://mcp-site.com/keys/request
    6

  • Copernicus Earth Observation

    wb1016
    A
    license
    B
    quality
    D
    maintenance
    Provides tools to search, download, and manage satellite imagery from all Copernicus Sentinel missions via the Copernicus Data Space ecosystem. It enables advanced geospatial queries, temporal coverage analysis, and automated data management for Earth observation tasks.
    13
    3
    LGPL 3.0

  • Google Trends MCP

    den-indance
    A
    license
    B
    quality
    D
    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
    41
    1
    MIT

  • Google Search MCP Server

    1999AZZAR
    A
    license
    B
    quality
    Not graded
    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
  • CMR Model Context Protocol by podaac

    CMR Model Context Protocolofficial

    podaac
    F
    license
    B
    quality
    D
    maintenance
    An MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries.
    1
    4