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llmprobe

by Jwrede
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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

    A4.3/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a distinct purpose: configuration retrieval, provider listing, bulk probing, and single model probing. No overlap.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern (get_config, list_providers, probe_all, probe_model) with appropriate verbs.

    Tool Count5/5

    4 tools is well-scoped for the LLM probing domain, covering necessary operations without bloat.

    Completeness5/5

    The tool set covers all essential probe operations: viewing config, listing providers, probing all endpoints, and probing a single endpoint, with no obvious gaps.

    Maintenance

    ActivityInactive
    ResponsivenessUnresponsive

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