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landon2199

open-earth-mcp

by landon2199
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Python
Remote

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.9/5.0

    Scored across 6 tools

    Disambiguation4/5

    Each tool has a distinct purpose: scene search, NDVI time series, land cover, elevation, area report, and verification. The only mild overlap is area_summary, which composites land_cover/elevation/NDVI outputs, but its description clearly frames it as a small-box quick report, distinguishing it from the point-based tools.

    Naming Consistency3/5

    All names are snake_case, but conventions are mixed: some are verb_noun (search_imagery, verify) and others are bare nouns (land_cover, elevation, ndvi_timeseries, area_summary). Readable but not a predictable pattern.

    Tool Count5/5

    Six tools is well-scoped for an Earth-observation analysis server; each tool covers a distinct analysis primitive with no filler.

    Completeness4/5

    Core workflows—scene discovery, NDVI, land cover, elevation, summary, and verification—are covered. However, search_imagery returns scene IDs without any tool to fetch actual assets/pixels or download URLs, which is a notable gap for an imagery server, though analysis workflows are not blocked.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources