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Glama

Related Servers

Alternatives to flux-mcp

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    Related Servers

    TDQS

    A3.9/5.0

    Scored across 8 tools

    Disambiguation5/5

    Each tool targets a clearly distinct action on the image pipeline: generate, edit, upscale, background removal, retrieve, plus model/server administration. The descriptions explicitly delineate the boundaries (e.g. upscale 'adds sharpness rather than new content', edit requires an id from generate), so an agent can select correctly without guessing.

    Naming Consistency4/5

    Seven of eight tools follow a clean verb_noun snake_case pattern (generate_image, edit_image, upscale_image, remove_background, get_image, list_models, unload_models). The only deviation is 'server_status', which is noun-first, but it remains readable and unambiguous.

    Tool Count5/5

    Eight tools is well within the ideal 3-15 range and every tool earns its place: four core image operations, one retrieval tool, and three operational/admin tools. Nothing looks redundant or like padding.

    Completeness4/5

    The core lifecycle (generate → edit → upscale → cutout → retrieve) is fully covered, along with model listing and GPU management. Minor gaps remain: there is no way to enumerate stored images (only fetch by id or 'most recent') and no delete/cleanup operation, but agents can work around these using returned ids.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues