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image-reader MCP Server

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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

    A3.5/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: analyze_image extracts metadata, convert_format changes file type, resize_image adjusts dimensions, and scan_directory finds images in a directory. There is no overlap or ambiguity between these functions.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern (e.g., analyze_image, convert_format, resize_image, scan_directory). The naming is uniform and predictable throughout the set.

    Tool Count5/5

    With 4 tools, this server is well-scoped for basic image processing tasks. Each tool serves a clear, essential function without redundancy, making the count appropriate for the domain.

    Completeness4/5

    The toolset covers key operations like metadata extraction, format conversion, resizing, and directory scanning, which are core to image reading. A minor gap might be the lack of tools for editing (e.g., cropping or filtering), but the provided tools are sufficient for basic workflows.

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    ActivityInactive
    ResponsivenessNo issues

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