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carbon-geo-mcp

carbon-geo-mcp

by albertolozada
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    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 7 tools

    Disambiguation4/5

    Each tool has a clearly separate analytical purpose (inspection, area measurement, declared-area comparison, cross-layer overlap, plot QA, raster forest loss, attribute completeness). The only real overlap is between layer_info and data_completeness, since layer_info already reports per-field null counts while data_completeness goes deeper on blanks/distinct values; the descriptions make the distinction (structural describe vs. attribute QA) reasonably clear.

    Naming Consistency4/5

    All names are snake_case and read predictably. The stem style is mixed—verb-led (compare_declared_area, check_overlap) versus noun/domain-led (layer_info, plots_in_strata, forest_loss_in_area, data_completeness)—but each name accurately telegraphs its operation.

    Tool Count5/5

    Seven tools is well-scoped for a geo-validation server; each one covers a distinct step in carbon-project spatial verification (inspect, measure, compare, cross-check, plot QA, forest loss, attribute QA). No tool appears redundant or filler.

    Completeness4/5

    The surface covers the core QA lifecycle for project-area data: layer health, equal-area measurement, declared-vs-actual reconciliation, overlap detection, plot placement checks, forest-loss quantification and attribute completeness. Minor gaps exist—no reprojection/export or generic raster statistics beyond lossyear, and no written report output—but agents can work around these.

    Maintenance

    ActivityMaintained
    ResponsivenessSyncing

    Resources