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carlosnunesjr1

catalog-intelligence-agent

by carlosnunesjr1
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Python
Hybrid

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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

    A4.1/5.0

    Scored across 10 tools

    Disambiguation5/5

    Each tool targets a distinct action and resource: EAN lookup, image search, enrichment, validation, batch enrichment, URL analysis, image analysis, image fetching, Shopify payload prep, and OCR. While enrich_product and enrich_batch overlap in purpose, their single vs. batch scope is clearly described.

    Naming Consistency5/5

    All tools follow a consistent lowercase_with_underscores verb_noun pattern (lookup_ean, search_images, enrich_product, validate_listing, enrich_batch, analyze_url, analyze_image, fetch_product_images, prepare_shopify_payload, ocr_image). The only slight deviation is ocr_image, where 'ocr' is an acronym used as a verb, but it still fits the pattern.

    Tool Count5/5

    10 tools is within the ideal 3-15 range and covers the spectrum from data lookup to enrichment, validation, auditing, and Shopify payload generation without redundancy.

    Completeness4/5

    The toolset covers the core workflows: reference lookup, image retrieval, enrichment (single and batch), validation, page auditing, image quality assessment, chat display, and Shopify publication preparation. Minor gap: no tool to update an existing Shopify listing, but the agent may rely on external services for execution.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

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