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AWS FinOps MCP Server

by prashantgupta123
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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

    B3/5.0

    Scored across 76 tools

    Disambiguation4/5

    Tools are highly specific to different AWS services and optimization aspects, with clear distinctions like 'find_unused_ebs_volumes' vs. 'find_ebs_volumes_with_old_types'. However, some overlap exists, such as multiple 'find_unused_' tools across services that could be conceptually similar, though descriptions clarify the target resource.

    Naming Consistency5/5

    All tools follow a consistent snake_case pattern with clear verb_noun structures: 'analyze_', 'find_', 'generate_', 'get_'. This uniformity makes the tool set predictable and easy to navigate, despite the large number of tools.

    Tool Count2/5

    With 76 tools, the count is excessive for an MCP server, making it overwhelming for agents to manage. While AWS FinOps is a broad domain, this many tools suggests fragmentation rather than a well-scoped set, likely leading to confusion and inefficiency.

    Completeness5/5

    The tool set comprehensively covers AWS FinOps, including cost analysis, resource optimization, performance monitoring, and security compliance across numerous services. There are no obvious gaps; tools address both proactive recommendations and reactive findings for cost savings and efficiency.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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