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global-education-mcp

by malkreide
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Python
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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

    A3.8/5.0

    Scored across 10 tools

    Disambiguation4/5

    The four data-retrieval tools (uis_get_education_data, uis_compare_countries, education_benchmark_countries, uis_country_education_profile) have distinguishable scopes (raw single-indicator vs multi-country vs multi-indicator benchmark vs single-country profile), but compare_countries and benchmark_countries could still be confused by an agent. The OECD vs UIS source split is clear.

    Naming Consistency4/5

    Most tools follow a source_action pattern (uis_list_indicators, oecd_get_education_indicator, uis_compare_countries), which is largely predictable. However education_benchmark_countries breaks the prefix convention and the action phrasing varies (get vs compare vs profile), creating minor inconsistency.

    Tool Count5/5

    Ten tools is well-scoped for a dual-source (UIS + OECD) education data server, covering discovery, retrieval, comparison, and profiling without redundancy. Each tool earns its place.

    Completeness4/5

    The surface covers indicator/dataset discovery, country listing, raw data retrieval, comparison, benchmarking, and country profiles across both UIS and OECD. Minor gaps exist (no indicator metadata lookup, no version selection passed to queries), but core workflows are complete.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

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