Each tool has a clear primary purpose, and the descriptions make the differences understandable. However, opentrons_upload_and_run includes validation and starting execution, which overlaps with opentrons_validate_protocol and could create ambiguity about when to call both.

All tool names share the opentrons_ prefix and use snake_case, and most follow a verb_noun pattern (search_docs, validate_protocol, get_robot_status, control_run, execute_command). opentrons_upload_and_run breaks the pattern by combining two verbs without a direct object, which is a minor inconsistency.

Six tools is a well-scoped size for an Opentrons automation server. Each tool earns its place: documentation search, validation, upload/run, status, run control, and direct commands cover distinct operational needs without unnecessary redundancy.

The set covers the core workflow from documentation and validation through upload, execution, status monitoring, and run control. Minor gaps exist, such as a lack of separate upload-only or run-only actions and no way to retrieve run results or history, but agents can still accomplish the main tasks.