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Scored across 12 tools
Each tool has a clearly distinct purpose: apply_transform and render_preview are differentiated by output resolution and intent, detect_document and detect_tilt are both read-only but target different geometric features, and the asset management tools (import/export/list/inspect) have no overlap. No two tools could be confused.
All 12 tools follow a consistent verb_noun pattern in snake_case (e.g., apply_transform, compare_revisions, list_assets). No deviations or mixed conventions.
12 tools is well-scoped for an image processing and asset management server. Each tool earns its place covering the core workflow: import, inspect, transform, preview, apply, export, plus detection, mask generation, comparison, and reference operations.
The tool surface is complete for its domain: import (import_asset), list (list_assets), inspect (inspect_image), transform (apply_transform), preview (render_preview), export (export_asset), and supporting operations like detect_document, detect_tilt, generate_mask, compare_revisions, explain_operation, and list_operations. No obvious dead ends; even idempotency is handled. The only potential gap is lack of delete/update, but revisions are immutable by design, so that's intentional.