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Scored across 12 tools
Most tools have clearly distinct purposes, but a few close pairs exist: render_brain vs render_network both visualize atlas connectivity, and calculate_laplacian vs calculate_spectrum both operate on graph spectra. The descriptions clarify the different output modalities well enough to avoid serious misselection.
All tool names follow a consistent verb_noun snake_case pattern: search_region, get_connectivity, render_network, find_homologues, propose_dataset_ingestion. There are no mixed conventions or vague generic verbs.
Twelve tools is well within the ideal range and each tool covers a distinct aspect of the domain: exploration, connectivity, spectral analysis, visualization, species comparison, and dataset ingestion. The count feels appropriately scoped for a specialized neuroimaging server.
The toolset covers the core workflows well: searching regions and tracts, computing connectivity and paths, spectral analysis, rendering visualizations, comparing species, and proposing dataset ingestion. Minor gaps exist, such as no direct list_atlases or list_species tool, but these can be worked around via search_region and find_homologues.