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cycles-mcp-server

by runcycles
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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

    A4.2/5.0

    Scored across 9 tools

    Disambiguation5/5

    Each tool maps to a distinct lifecycle stage or query: reserve, commit, release, extend, decide, check_balance, list/get reservations, and create_event. Even the preflight tools are clearly differentiated: cycles_decide checks allowability without reserving, while cycles_check_balance reports current balances.

    Naming Consistency5/5

    All tools share the cycles_ prefix and follow a consistent verb-first snake_case pattern (reserve, commit, release, extend, decide, check_balance, list_reservations, get_reservation, create_event). The naming makes the lifecycle action immediately identifiable.

    Tool Count5/5

    Nine tools is well-scoped for a budget reservation system: the core reserve/commit/release/extend lifecycle, preflight decision, balance checking, reservation inspection, and direct event recording. No redundant tools; each serves a clear purpose.

    Completeness5/5

    The toolset covers the full budget reservation lifecycle, including creation, commit, release, TTL extension, preflight checks, balance inspection, reservation listing/detail queries, and usage-event recording. There are no obvious dead ends or missing operations for the stated domain.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

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