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Bella

Bella

by victor-velazquez-ai
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

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    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

    A4.1/5.0

    Scored across 5 tools

    Disambiguation4/5

    The four preset tools target clearly distinct resources: revenue over time, ranked customers, low-stock products, and a single customer's 360 view. The only overlap is ask_bella, a free-form SQL tool that could answer anything the presets answer, though its description explicitly scopes it to questions the presets don't cover.

    Naming Consistency5/5

    All five names are lowercase snake_case descriptive noun compounds (sales_summary, top_customers, inventory_alerts, customer_profile, ask_bella). No mixing of conventions, camelCase, or ad-hoc verbs.

    Tool Count5/5

    Five tools is well-scoped for a conversational analytics server: four focused presets plus one general query fallback. Each tool clearly earns its place and there is no bloat.

    Completeness4/5

    Core analytics workflows are covered: revenue trends, customer ranking, customer detail, and inventory reordering, with ask_bella filling any remaining gap (e.g. product-level, order-level, or ad-hoc questions). The catch-all softens what would otherwise be notable gaps, though agents must fall back to free-form SQL for anything outside these four lenses.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources