apimodels-mcp
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TDQS
Scored across 6 tools
Each tool maps to a clearly distinct modality or action: model listing, text chat, image generation, image critique, video generation, and speech synthesis. There is no meaningful overlap between tool purposes, so an agent should be able to select correctly.
Most tools follow a snake_case verb_noun pattern (list_models, generate_image, review_image, generate_video). text_to_speech is a descriptive noun phrase and chat is a single verb, which are minor deviations from the dominant pattern.
Six tools is a well-scoped set for a multimodal model gateway covering chat, image, video, and audio. Each tool is independently useful and there are no redundant additions.
The tool surface covers the main generation workflows for all four advertised modalities and includes a helpful image-review loop. Minor gaps exist, such as no video review or audio transcription, but agents can complete core tasks without dead ends.