novai-python
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TDQS
Scored across 7 tools
Each tool has a distinct purpose, and the descriptions explicitly resolve the near-overlaps: novai_list_models vs novai_free_models, and novai_cheapest vs novai_pricing_feed each point to the other with clear 'use X instead' guidance. Chat and image generation are cleanly separated by modality.
All tools share the novai_ prefix and snake_case, which is highly predictable. Minor deviation: some names are verb-led (novai_chat, novai_list_models, novai_generate_image) while others are noun-led (novai_free_models, novai_cheapest, novai_pricing_feed, novai_transparency), but each is still self-explanatory.
Seven tools is well within the ideal range and each one earns its place: model discovery, chat, image generation, and three distinct pricing/policy views. No redundancy or filler.
Core workflows (discover models, chat, generate images, check pricing/policy) are covered, but the pricing tool exposes Video, 3D, Audio, and Embedding categories with no corresponding callable tools, and there is no multi-turn/conversation-state or token-accounting support. These are notable gaps an agent would hit when users ask for non-chat modalities.