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Scored across 13 tools
Several tools sit close together: compile_song_spec vs create_fms, validate_fms vs verify_roundtrip, read_fms vs summarize_fms, and export_audio vs analyze_audio. The descriptions do clearly separate in-memory creation from file writing, invariant checks from end-to-end verification, and structured decoding from human-readable review, but an agent must read them carefully to avoid misselection.
Most tools follow a clean verb_noun snake_case pattern such as compile_song_spec, validate_fms, and export_audio, with the repeated _fms suffix forming a recognizable family. The main deviations are famistudio_info, which is noun-style, and run_famistudio, which uses the application name as the object.
Thirteen tools is a well-scoped size for a specialized FamiStudio server, and each tool maps to a distinct part of the create-validate-export-review workflow. None feel redundant or extraneous.
The server covers the full core loop: environment info, tempo arithmetic, spec compilation, file writing, validation, round-trip verification, reading, summarizing, diffing, audio analysis, and audio/text export. A minor gap is the lack of a direct update/modify path for an existing project from structured JSON, though run_famistudio acts as an escape hatch for uncovered CLI operations.