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oklo-aurora-mcp

by petjal
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Python
Hybrid

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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

    B3.3/5.0

    Scored across 11 tools

    Disambiguation4/5

    Most tools target clearly distinct physics domains (conduction, coolant bundle, RVACS, sCO2 cycle, pyroprocessing, isotope yield, microgrids, cask, surrogate). However evaluate_physics_surrogate_tool overlaps with evaluate_coolant_bundle on peak cladding temperature and pressure drop, and solve_aurora_system_transient is an orchestrator that overlaps everything, creating mild confusion.

    Naming Consistency4/5

    Nearly all tools follow a verb_noun snake_case convention (evaluate_, calculate_, simulate_, solve_). Deviations are minor: verbs vary across evaluate/calculate/simulate/solve, and two tools redundantly carry a '_tool' suffix while others do not.

    Tool Count5/5

    11 tools are well-scoped for a multi-physics reactor ecosystem simulator, and each maps to a coherent analytical domain without redundancy. No tool feels gratuitous.

    Completeness4/5

    The surface covers reactor thermal-hydraulics, passive cooling, power conversion, fuel-cycle recycling, isotope production, microgrid stability, transport safety, and a surrogate. Minor gaps exist (e.g. no explicit economics or shielding/dose lifecycle beyond cask), but core workflows are covered.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources