Each tool has a clearly distinct purpose: synchronous generation, asynchronous generation, status checking, single embedding, batch embeddings, classification, summarization, and tokenization. No overlap or ambiguity.

All tool names follow a consistent snake_case verb_noun pattern (e.g., complete_async, get_operation, embed_documents). No mixing of conventions or vague verbs.

8 tools is well-scoped for a language model server, covering generation, embeddings, classification, summarization, and tokenization without excess or deficiency.

Core functionalities are covered, including both sync and async generation with status tracking, embeddings, classification, summarization, and tokenization. Minor gaps like lack of cancellation for async operations or model listing.