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TylerNguyennn

finops-mcp

by TylerNguyennn
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Python
Remote

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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

    A3.7/5.0

    Scored across 8 tools

    Disambiguation5/5

    Each tool targets a distinct resource: receivables vs payables vs payouts vs disputes vs balance vs cash_forecast are clearly differentiated, and the two detail tools (invoice_detail, payout_breakdown) are unambiguously paired with their list counterparts via descriptions. There is no meaningful overlap that would cause misselection.

    Naming Consistency4/5

    All names are lowercase noun phrases in a coherent style: plural nouns for collections (receivables, payouts, disputes, payables) and underscored compounds for detail/derived views (invoice_detail, payout_breakdown, cash_forecast). Minor deviation from a strict single convention (singular 'balance', no verb prefix) but overall predictable and readable.

    Tool Count5/5

    Eight tools is well-scoped for a read-only FinOps reporting server, covering AR, AP, payouts, disputes, balance and forecasting without redundancy. Each tool earns its place.

    Completeness4/5

    Strong read-only lifecycle coverage for cash-flow reporting, including aging, payout reconciliation, disputes and a forward forecast. Minor gaps remain, such as no dedicated refunds tool or customer-level aggregation, but core financial workflows are covered.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources