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melt-ai

@themelt/mcp-server

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    TDQS

    A4.3/5.0

    Scored across 3 tools

    Disambiguation3/5

    melt_request_scan is clearly distinct as a contact/submission action, but melt_analyze_value_vectors and melt_estimate_annual_leak both return directional dollar estimates of value leaks, so an agent could easily pick the wrong one. The descriptions do draw a line (department-level Stage-1 sandbox vs. quantifying an already-identified leak pattern), but the boundary is subtle and relies on prior context to be sure which applies.

    Naming Consistency5/5

    All three tools follow a clean melt_<verb>_<noun> snake_case pattern with consistent verb usage (analyze, request, estimate). No style mixing, camelCase, or vague verbs.

    Tool Count4/5

    Three tools is on the thin side, but the domain is deliberately narrow — a free directional estimate, a specific-leak estimate, and a scan request form a coherent funnel. It is borderline-lean rather than bloated, so slightly under-provisioned but defensible.

    Completeness4/5

    The surface covers the apparent intent: preliminary estimate, targeted leak math, and escalation to a paid scan. No obvious dead ends, though there is no way to check scan-request status or retrieve results, a minor gap an agent can work around.

    Maintenance

    ActivityActive
    ResponsivenessNo issues