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opentakeoff-mcp

by Kentucky-ai
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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

    A3.7/5.0

    Scored across 53 tools

    Disambiguation4/5

    Most tools target a clearly distinct resource or action, and the descriptions explicitly cross-reference differences (e.g., measure_polygon vs measure_surface vs measure_line). However, several families overlap in purpose—sheet_info, sheet_context, sheet_graph, get_sheet_vectors, read_sheet_text, find_text, and view_sheet—and counting tools such as count_marks, symbol_sweep, and sweep_schedule_row sit close together. An agent can tell them apart only by reading the long descriptions carefully.

    Naming Consistency4/5

    The entire set uses snake_case consistently, with no camelCase mixing, and many names follow verb_noun (measure_polygon, edit_shape, export_report, create_rfi). Minor deviations appear in noun-first names like takeoff_summary, sheet_info, sheet_graph, sheet_context, and export_marked_pdf. The pattern is predictable overall, just not uniformly verb_noun.

    Tool Count1/5

    At 53 tools, this server far exceeds the typical 3–15 well-scoped range and crosses the rubric's 50+ extreme-mismatch threshold. Even though the domain is complex and many tools are specialized, the surface is too large for an agent to navigate reliably without heavy guidance.

    Completeness4/5

    The tool set covers a broad takeoff lifecycle: loading/importing/exporting plans and payloads, sheet inspection, measurement, derivations, counting, annotations, RFIs, condition and materials configuration, proposals, scope checks, undo, and approval marks. Minor gaps remain—no explicit delete_annotation or delete/list condition verb—though other tools and exports provide partial workarounds.

    Maintenance

    ActivityActive
    ResponsivenessResponsive

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