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image-analysis-mcp

by palimpsest-labs
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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

    A3.7/5.0

    Scored across 3 tools

    Disambiguation3/5

    ocr_image and image_metadata have clearly distinct purposes, but extract_text is a combined wrapper that overlaps with both, creating potential confusion about which tool to use for a given task. The descriptions help clarify that extract_text is a convenience option, but the presence of a full-coverage tool makes the specific tools somewhat redundant.

    Naming Consistency3/5

    Tool names are all snake_case, but the patterns vary: ocr_image uses an acronym as a verb, image_metadata is a noun-noun compound with no action verb, and extract_text is a clear verb-noun pair. While still readable, this mix prevents a predictable verb_noun convention across the set.

    Tool Count4/5

    Three tools is on the lower end of typical server scope, but is appropriate for a focused image analysis tool that covers OCR and metadata extraction. The count is not excessive, and each tool fills a specific need, though the combined wrapper could be seen as unessential.

    Completeness4/5

    For the apparent domain of text extraction and metadata retrieval, the set is fairly complete: ocr_image covers text, image_metadata covers metadata, and extract_text provides a combined result. However, other common image analysis operations (e.g., object detection, format conversion) are absent, though they may be out of scope for this server.

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    ActivitySlowing
    ResponsivenessNo issues

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