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Scored across 7 tools
Most tools have clearly distinct roles: connection lifecycle (connect/disconnect/session_status), code execution/validation (run_code/validate_code), workflow actions, and model context queries. The main potential confusion is between run_code and cfx_workflow, since cfx_workflow actions could also be performed via custom Python, but the descriptions provide enough routing guidance to separate them.
Tool names mostly follow a clean snake_case pattern with imperative verbs (connect, disconnect, run_code, validate_code). session_status and cfx_workflow/cfx_model_context are more noun-like, but overall the naming is consistent enough and predictable across the set.
Seven tools is a well-scoped size for this server's purpose. Each tool covers a distinct functional layer: backend connection, live code execution, validation, high-level workflow control, and model introspection, without redundancy or bloat.
The tool surface covers the main CFX interaction lifecycle: connect, run custom code, validate, drive workflows, and inspect model context. run_code provides an escape hatch for arbitrary PyCFX operations, though a few high-level conveniences like explicit solver output retrieval or session list/close operations are absent, which is a minor gap.