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Scored across 11 tools
The three generation tools (chat_completion, completion, create_response) have overlapping capabilities like text/image input and multi-turn support, which could cause confusion. However, their descriptions clearly differentiate use cases (chat vs FIM vs stateless Responses API), and all other tools target distinct resources or actions.
Nine of eleven tools follow a consistent verb_noun pattern (e.g., list_models, upload_file, delete_file). The two exceptions (chat_completion and completion) are noun-only names, but they are conventional and readable, making the set mostly predictable.
The server provides 11 tools, which is well within the ideal 3–15 range. Each tool covers a distinct aspect of the DeepSeek API (generation, file management, account info, conversation memory), with no obvious redundancy or bloat.
The surface covers core generation, file CRUD (upload/list/retrieve/delete), model listing, balance check, and conversation memory management. Minor gaps include no explicit update or detailed inspection of conversations, but these are not critical for typical workflows.