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TopMediAi-MCP

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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 35 tools

    Disambiguation4/5

    Most tools are cleanly separated by resource and action (image/music/video/TTS/STS each have their own list/estimate/generate/get/preview family), and login, upload, and entitlement tools are distinct. There is minor overlap risk between get_image_task and get_generation_task, and among the several get_*_entitlements/get_balance tools, but the very detailed descriptions disambiguate them.

    Naming Consistency5/5

    Nearly every tool follows a predictable verb_noun pattern with resource-qualified names (list_image_models, estimate_video_cost, generate_music, preview_audio_task, get_voice_detail). The convention is applied uniformly across login, upload, estimation, generation, and preview categories.

    Tool Count3/5

    35 tools is heavy and above the comfortable range, though the breadth of features (five media types each with list/estimate/generate/get/preview, plus login and multiple upload flows) partly justifies it. Each tool nominally earns its place, but the surface is large enough to feel overwhelming.

    Completeness4/5

    Coverage is strong: login lifecycle, entitlements/balance, model catalogs, cost estimation, generation, task polling, previews, and uploads are all present for every supported medium. Minor gaps exist (no explicit logout/credential removal or generation-cancellation tool), which agents can work around.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources