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EcuDataMCP

by DweskZ
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Python
Hybrid

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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

    B3.4/5.0

    Scored across 90 tools

    Disambiguation3/5

    Most tools target distinct sources and descriptions explicitly cross-reference the next step, but several near-duplicates create real overlap: three CKAN entry points (search_ecuador, search_datasets, investigate_dataset) and multiple file/archive tools (search_archivos, list_archivo_secciones, get_archivo_seccion, download_resource, list_zip_contents). With 90 tools the sheer volume of similar search_*/get_* pairs makes misselection likely.

    Naming Consistency4/5

    Names are overwhelmingly consistent snake_case with a verb-first prefix (search_, get_, list_, download_, query_, read_), making the pattern predictable. A few deviations in verb choice (lookup_ubicacion, investigate_dataset, detect_series_pattern) are minor and still readable.

    Tool Count2/5

    90 tools is far beyond a comfortable agent-facing surface and exceeds the 50+ threshold; even accounting for the very broad multi-institution scope, this is unwieldy and error-prone. Many tools could be grouped or scoped by source family.

    Completeness4/5

    The search-to-get/list-to-download/preview lifecycle is covered for virtually every source across INEC, BCE, SRI, SERCOP, CEPALSTAT and more, with clear fallbacks when microdata or history is absent. Gaps are minor (some sources return links only, no OCR for scanned PDFs).

    Maintenance

    ActivityNo data
    ResponsivenessNo issues

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