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opentakeoff-mcp

by Kentucky-ai
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    Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

    TDQS

    A3.8/5.0

    Scored across 58 tools

    Disambiguation4/5

    The tool set is large but each tool has a largely distinct purpose: measurement verbs, counting verbs, export verbs, annotation/RFI verbs, and condition-editing verbs occupy separate niches. A few clusters require careful reading to distinguish (view_sheet vs sheet_context vs get_sheet_vectors; symbol_sweep vs sweep_schedule_row vs count_marks; export_report vs export_takeoff vs takeoff_summary), but the descriptions actively disambiguate them.

    Naming Consistency4/5

    Almost all names are snake_case and action-oriented, with a predictable verb_noun or noun_noun pattern (measure_polygon, delete_shape, export_report, create_rfi, list_rfis). Minor deviations exist—some resource-first names like sheet_context, takeoff_summary, and estimate_summary, plus a few single-word verbs like annotate and cut_out—but overall the convention is readable and stable.

    Tool Count2/5

    At 58 tools, the surface is very large and well beyond the typical 3–15 range, even for a full takeoff application. The domain is broad enough to justify many tools, but the count remains heavy and raises the risk of tool-selection overhead and overlap.

    Completeness4/5

    The surface covers an unusually full lifecycle: plan loading, scale calibration, measurement, counting/sweeping, conditions, materials, pricing, estimates, proposals, exports, annotations, verdicts, RFIs, schedule resolution, merge/duplicate handling, and undo. Minor gaps remain, such as no obvious standalone list-conditions or delete-condition verb, but most workflows have a supported path.

    Maintenance

    ActivityActive
    ResponsivenessResponsive

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