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redshift-utils-mcp

by vinodismyname
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Python
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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 7 tools

    Disambiguation5/5

    Each tool has a distinct purpose with clear boundaries: cluster health assessment, lock diagnosis, query performance analysis, ad-hoc query execution, table definition retrieval, table inspection, and workload monitoring. There is no functional overlap between tools, and the descriptions clearly differentiate their specific use cases.

    Naming Consistency3/5

    All tools follow a 'handle_verb_noun' prefix pattern, which provides some consistency. However, the verb choices are mixed ('check', 'diagnose', 'execute', 'get', 'inspect', 'monitor'), making the naming somewhat inconsistent in terms of action semantics. The structure is predictable but the verb selection lacks uniformity.

    Tool Count5/5

    With 7 tools, this server is well-scoped for Redshift cluster diagnostics and management. Each tool serves a specific, valuable function in the domain, and there are no redundant or trivial tools. The count is appropriate for covering key operational and troubleshooting tasks without being overwhelming.

    Completeness4/5

    The toolset covers essential diagnostic and operational areas for Redshift: health checks, lock analysis, query performance, ad-hoc queries, table definitions, table inspection, and workload monitoring. Minor gaps exist, such as lack of tools for cluster configuration changes, user/role management, or backup operations, but core diagnostic workflows are well-covered.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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