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mcp-singapore

by Hug0x0
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    TDQS

    B3.3/5.0

    Scored across 64 tools

    Disambiguation3/5

    The core pattern is clear: generic catalog tools (search_catalog, inspect_dataset, query_dataset, download_dataset) plus per-dataset convenience wrappers. However, ~20 singapore_query_<topic> tools overlap heavily with singapore_query_dataset, and discovery is split across search_catalog, list_catalog_page, list_curated_datasets, catalog_summary, and find_relevant_tools, so an agent can hesitate between near-equivalent entry points. Descriptions do a good job steering (e.g. compare_hdb_prices vs query_hdb_resale, find_nearby_bus_stops vs get_bus_arrivals), which keeps it from being worse.

    Naming Consistency5/5

    Every tool uses the singapore_ prefix plus a consistent snake_case verb_noun form (query_*, get_*, list_*, search_*, inspect_*, find_nearby_*, convert_*). Verb choice maps predictably to intent: query for tabular data, get for live readings, list/search for discovery.

    Tool Count2/5

    64 tools is far beyond a comfortable surface for a single server, even a broad national data portal. Much of the bulk comes from per-dataset query wrappers that duplicate query_dataset's capability and could be replaced by a curated dataset list.

    Completeness4/5

    Coverage is broad and coherent: catalog discovery, metadata inspection, tabular querying, export/download, live weather, transport, SingStat, geocoding, World Bank, and capability/source introspection, with a consistent read-only posture. Gaps are minor — e.g. some discovery paths (curated topics) versus the live catalog could be unified, and a few domain areas rely on single datasets.

    Maintenance

    ActivityMaintained
    ResponsivenessResponsive

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