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Alternatives to codex-image-mcp

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    TDQS

    A3.6/5.0

    Scored across 6 tools

    Disambiguation4/5

    Each tool targets a distinct action: single generation, batch generation, region edit, frame normalization, and two login operations. The only near-pair is generate_image vs generate_images, but the singular/plural framing plus the jobs/concurrency description make the boundary clear. login_status vs start_device_login is also cleanly separated by status-vs-initiate semantics.

    Naming Consistency4/5

    Consistent snake_case with verb_noun ordering (generate_image, edit_image, normalize_frames, start_device_login). The one minor deviation is login_status, which is noun-only rather than a verb form like check_login_status, but it stays readable and predictable.

    Tool Count5/5

    Six tools is well-scoped for an image generation/editing server: generation, batching, editing, post-processing, and login are each covered once. No tool feels redundant or padded.

    Completeness3/5

    The core lifecycle (login, generate, batch generate, edit, normalize frames) is covered, but normalize_frames' description tells users to 'generate them with chroma_key' — a tool that does not exist in this set, leaving a dead end for transparency generation. There is also no way to inspect an existing image or verify plan usage despite usage limits being emphasized throughout.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues