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  • A
    license
    A
    quality
    B
    maintenance
    Finds the clearest Sentinel-2, Landsat, Sentinel-1, or NAIP scene for any location and time, ranked by area coverage, cloud cover, and date, with previews and band download links.
    2
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables agents to search and retrieve live local happenings in New York City — music, theater, comedy, film, art, sports, festivals, markets, food and drink, classes, tours and nightlife — each with dates, times, prices, booking links and images. Two tools, search_directions and get_details, let assistants answer time-sensitive questions about what is happening nearby and return bookable results.
    198
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables voice assistants and any MCP client to ask whether the northern lights are visible right now or tonight at a given place or coordinates, returning a spoken verdict with the chance they'll be bright enough for the eye or a camera, along with darkness, cloud cover, and where to look. It also explains current space weather, with structured numbers behind each sentence.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to authenticate against a cloud geospatial analysis platform, search and inspect its datasets, render them as maps, and compute statistics over specified regions. It exposes these capabilities as MCP tools that can be dropped into any Next.js project via a route-based adapter.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables querying Sentinel-1/2, Landsat Collection 2, NAIP, and Copernicus DEM imagery by area and date, returning item IDs, footprints, cloud cover, and cloud-optimized GeoTIFF URLs.
    6 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A local GeoGuessr-for-real-life: reads EXIF GPS and reasons over visual clues using a local uncensored vision-language model + a reasoning model — no cloud, no API keys, nothing uploaded.
    1
    -
  • -
    license
    Not graded
    quality
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    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.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables users to ask an MCP client whether golden-hour sunrise or sunset light will be visible on Chinese snow mountains from a given viewpoint, returning golden-hour time windows, a 0-100 visibility score, and weather factors like cloud cover, humidity, and wind. It also supports searching peaks and viewpoints by name and finding nearby visible peaks by latitude and longitude for the next 1-7 days.
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  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to autonomously discover, stream, and compute satellite analytics from free government Earth-observation catalogs such as Sentinel-2, Landsat, and Copernicus DEM, with zero API keys or configuration. It supports place-name geocoding, STAC scene search, cloud-native COG streaming for spectral indices, elevation profiles, SAR flood detection, and sandboxed custom geospatial scripts.
    29
    12
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Enables any MCP-capable agent to read and write a local personal timeline — GPS tracks, photos, workouts, health metrics, and stays — through seven indexed tools for monthly timelines, cross-modal lookups around a moment, geo-track retrieval, atlas exports, and idempotent JSONL ingestion. All data stays in a single on-device SQLite file, with no arbitrary SQL and no cloud.
    7
    1
    MIT