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higgsfield-mcp-unified

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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

    B3.3/5.0

    Scored across 20 tools

    Disambiguation4/5

    Most tools target distinct resource+action pairs (image vs video vs speech-video generation, character CRUD, model/job listing). The only mild overlap is get_status_tool vs subscribe_tool (both inspect job state) and the three pre-flight helpers (preflight_check, validate_params, get_balance), but descriptions make their separate targets clear.

    Naming Consistency5/5

    Every tool follows the same verb_noun_tool convention (generate_image_tool, list_characters_tool, get_status_tool, cancel_job_tool), giving a fully predictable, uniform naming pattern with no deviations.

    Tool Count4/5

    20 tools is on the heavier side but each covers a plausibly needed capability across generation, character lifecycle, presets, job control, and utilities. It leans verbose (several discovery/validation helpers) but nothing is clearly redundant.

    Completeness4/5

    Strong coverage: generation (image/video/speech/batch), full character CRUD, job status/cancel/subscribe, upload, model/style/motion discovery, balance, and pre-flight validation. Minor gaps like job history deletion or character update are absent but not blocking for the core workflow.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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