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Coupler Analytics

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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

    A4/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a distinct purpose: listing flows, getting a specific flow, retrieving schema, and fetching data. No functional overlap exists.

    Naming Consistency5/5

    All tool names follow a consistent verb-noun pattern (get-data, get-dataflow, get-schema, list-dataflows) using lowercase with hyphens. Minor variation between 'get' and 'list' but the structure is uniform.

    Tool Count5/5

    With only 4 tools, the set is well-scoped for exploring and fetching data from Coupler.io data flows. No unnecessary tools, and the count fits the domain.

    Completeness4/5

    The set covers the full read workflow: list flows, examine metadata, get schema, retrieve data. Missing CRUD operations (create/update/delete) but that aligns with a read-only analysis tool.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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