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higgsfield-ai

fnf-local-pluging-bridge-mcp

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    TDQS

    A4/5.0

    Scored across 12 tools

    Disambiguation4/5

    Most tools map cleanly to a distinct concern: project info, comp info, layer info, rendering, saving, JSON serialization, and atomic execution. The only mild overlaps are ae_context vs ae_project_info, both exposing project/item state, and ae_catalog vs ae_get_skill as discovery tools, but the descriptions provide enough guidance to disambiguate.

    Naming Consistency3/5

    All names share the ae_ prefix and snake_case, making them readable and clearly scoped to the server. However, the set mixes verb-first names (ae_get_skill, ae_save_project, ae_render_frame), noun-first names (ae_project_export_json, ae_project_import_json), noun-info names (ae_project_info, ae_comp_info), and bare nouns (ae_catalog, ae_context, ae_do), so there is no single consistent verb_noun pattern.

    Tool Count5/5

    12 tools is a well-scoped size for an After Effects bridge. It covers read-only inspection, rendering, persistence, JSON round-tripping, capability discovery, and generic atomic execution without bloating the surface or leaving it feeling thin.

    Completeness4/5

    The core lifecycle is well covered: project/comp/layer inspection, save, frame rendering, full project export/import, and dynamic atomic operations via ae_catalog/ae_do. The main gaps are a few direct conveniences like explicit project open/close or a standalone undo tool, though ae_do's undo-group contract mitigates this.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues