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Ben11304

OpenConstruction MCP

by Ben11304
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Python
Hybrid

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    Deploy Server
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    TDQS

    C2.8/5.0

    Scored across 18 tools

    Disambiguation3/5

    Several tools overlap in the discovery/search space: search_resources, find_datasets, find_models, and run_dataset_discovery all perform similar resource finding/ranking workflows. Meanwhile, ask_openconstruction serves a distinct Q&A purpose and compare_resources is distinct. Tool descriptions help disambiguate, but the boundaries between search and discovery still require careful reading.

    Naming Consistency5/5

    All 18 tools follow the predictable snake_case verb_noun pattern (list_skills, get_skill, download_dataset, get_download_status, search_resources, etc.), with stylistic exceptions like run_dataset_discovery and get_catalog_stats, but still consistent and readable.

    Tool Count4/5

    18 tools is on the higher end but acceptable for a broad OpenConstruction MCP server covering datasets, models, workflows, resources, benchmarks, toolkit, and vocabulary. The domain is broad and each tool gives a useful and non-superfluous facet, though consolidation (e.g., combining search-related tools) would make it more efficient.

    Completeness4/5

    The surface covers end-to-end datasets/resource discovery: search, list, detail, download, status and cancellation, plus workflows, comparison, gap analysis, metadata validation, benchmarking, and vocabulary explanation. Minor practical gaps exist (e.g., no generic agent update/delete endpoint, no archive metadata Refresh), but the core contribution path is present.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources