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observe-mcp

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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

    A3.6/5.0

    Scored across 7 tools

    Disambiguation4/5

    Tools have distinct purposes overall, but get_dataset_schema and inspect_dataset both deal with field discovery, potentially causing confusion. search_entity_logs and search_service_logs are similarly structured but target different scopes.

    Naming Consistency3/5

    Most tools use snake_case with verb-first naming, but observe_docs and observe_query break the pattern by using the server name prefix instead of a verb. get_dataset_schema and inspect_dataset share 'dataset' but use different verbs, causing slight inconsistency.

    Tool Count5/5

    Seven tools is well-scoped for a query-focused Observe MCP server, covering dataset discovery, schema inspection, query execution, and log searching without being overwhelming.

    Completeness4/5

    The tool surface covers core querying tasks: listing datasets, inspecting schemas, running queries, and searching logs. Missing might be dataset creation or alert management, but these are outside the apparent query-focused scope.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources