sentaurus-mcp
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TDQS
Scored across 6 tools
Each tool targets a distinct resource/action: listing vs fetching experiment metadata, preparing vs launching an experiment, reading logs vs listing files. No two tools have overlapping purposes.
All tools follow a consistent verb_noun snake_case pattern (list_experiments, get_experiment, create_experiment, submit_experiment, read_log, list_artifacts). There is no mixing of conventions or vague verbs.
Six tools is well-scoped for an experiment management server, covering the essential lifecycle without bloat. Each tool serves a clear, necessary role.
The surface covers the main workflow: create, submit, monitor (get/read_log), and list artifacts. Missing operations like delete/cancel or update are not explicitly present, but the core experiment lifecycle is well served and the absence is a minor gap.