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Repro Capsule MCP

by efficjump
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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

    A3.8/5.0

    Scored across 8 tools

    Disambiguation5/5

    Each tool maps to a distinct phase of the reproduction workflow: case creation, listing, analysis, artifact addition, command planning, execution, run comparison, and export. Even the closely related plan_command and execute_plan pair is clearly separated by planning versus consuming a token for execution.

    Naming Consistency5/5

    All eight tool names follow a consistent verb_noun snake_case pattern such as start_case, add_artifact, execute_plan, and export_capsule. The action and target are predictable across the entire set.

    Tool Count5/5

    Eight tools is a well-scoped size for a reproduction capsule server. Each tool provides a necessary capability in the lifecycle without redundancy or bloat.

    Completeness4/5

    The tool surface covers the core workflow end-to-end: create/list/analyze cases, add artifacts, plan and execute commands, compare runs, and export. Minor gaps exist around direct inspection or removal of individual artifacts/runs, but agents can work around these using the existing analysis and export tools.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources