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autoevolve

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by RightNow-AI
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Python
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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

    A4.3/5.0

    Scored across 9 tools

    Disambiguation5/5

    Each tool serves a distinct, non-overlapping role in the evolution workflow: run lifecycle (open_run, join_run, run_status), contract access (get_contract), mutation cycle (next_parent, submit_child), and result/history lookup (best, lineage, discoveries). There is no ambiguity about which tool to use for a given task.

    Naming Consistency3/5

    Naming mixes verb-noun forms (open_run, get_contract, join_run, submit_child) with noun-only (lineage, discoveries), adjective-noun (next_parent), and noun-noun (run_status). While all names use lowercase_with_underscores and are descriptive, the lack of a consistent pattern makes tool names less predictable.

    Tool Count5/5

    Nine tools is well-scoped for the server's purpose. Each tool covers a necessary step in the evolutionary run lifecycle without redundancy or bloat, fitting comfortably in the typical 3-15 range.

    Completeness5/5

    The tool set provides complete coverage for an evolution run: creation, contract inspection, joining, mutate/submit cycle, status monitoring, and outcome retrieval. No critical operations are missing; lifecycle end is handled via run_status and Engine state.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources