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stephenlavender

creative-tagger-mcp

by stephenlavender
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Python
Remote

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    Deploy Server
    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 43 tools

    Disambiguation5/5

    Each tool targets a distinct function: analyzing, retrieving, managing taxonomy, performance, reports, naming, strategy, etc. Descriptions clearly differentiate overlapping areas like analysis vs. prediction vs. library browsing. No ambiguity between tools.

    Naming Consistency5/5

    All tools consistently use snake_case with a verb_noun pattern (e.g., analyze_creative, get_taxonomy, set_brand_context). Even longer names follow this pattern. No mixing of conventions.

    Tool Count3/5

    43 tools is on the high side for a single server. While the domain is broad (analysis, taxonomy, performance, reports, strategy), the number could be streamlined. However, each tool serves a clear purpose, so it's not excessive.

    Completeness5/5

    The server covers the full lifecycle of creative analysis: uploading, classification, storage, taxonomy management, performance tracking, reporting, naming, competitor scanning, and strategic recommendations. No obvious gaps for the stated purpose.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources