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NathanNT

Async Hero

by NathanNT
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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

    A3.6/5.0

    Scored across 10 tools

    Disambiguation4/5

    The singular/plural pairs (start_job/start_jobs, get_job/get_jobs, get_result/get_results, cancel_job/cancel_jobs) are clearly distinguished by cardinality, and list_jobs/list_worker_profiles target different resources. The only minor ambiguity is between get_job and get_result, but descriptions clarify that get_result is for completed results.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern: start, get, list, cancel, and list_worker_profiles is the only compound noun but still fits the pattern. Singular and plural forms are used systematically.

    Tool Count5/5

    10 tools is well-scoped for a job queueing and management server. Each tool serves a distinct purpose, and the singular/plural pairs cover both single-item and batch operations without unnecessary bloat.

    Completeness4/5

    The surface covers the full job lifecycle: create, read, list, cancel, and retrieve results. A minor gap is the lack of an explicit retry or delete operation, but the core workflow is complete.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources