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ahmedvnabil

Open Emirates Intelligence

by ahmedvnabil
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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 11 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: dashboard summary, market snapshot, search, source management (add, list, get, health), data retrieval (records, datasets, geo), and aggregation. No ambiguity between tools.

    Naming Consistency4/5

    Tools consistently use the 'uae_' prefix. Most tools follow a 'uae_source_<action>' pattern, though 'uae_dashboard_summary' and 'uae_market_snapshot' deviate slightly. Overall pattern is predictable.

    Tool Count5/5

    With 11 tools, the set is well-scoped for an open data intelligence server. Each tool serves a specific function without redundancy, and the count feels appropriate for the complexity of the domain.

    Completeness4/5

    The tool set covers core operations: search, catalog browsing, data retrieval, aggregation, and health checks. It lacks update/delete for sources, but for a read-heavy intelligence service, this is a minor gap.

    Maintenance

    ActivityMaintained
    ResponsivenessSyncing

    Resources