profili-mcp
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TDQS
Scored across 14 tools
Most tools target clearly distinct actions: listing, probing, GUI lifecycle, library search, geometry retrieval, import/export, polar lookup, fresh XFOIL analysis, and geometry redesign. The only plausible confusion is between get_polar (stored polar) and analyze_airfoil (fresh computed polar), plus find_airfoils_by_polar vs search_airfoils, but the descriptions make the stored-vs-computed and name-vs-performance distinctions explicit.
Every tool follows a consistent snake_case verb_noun pattern (list_polars, get_status, search_airfoils, export_airfoil_dat, analyze_naca). Domain nouns are used uniformly, and the launch_/close_ pair is symmetric.
14 tools is squarely within the well-scoped range and each tool maps to a distinct capability (inspection, GUI control, library CRUD-ish operations, aerodynamics analysis). No obvious filler or redundant tools.
The surface covers discovery, inspection, geometry access, import/export, polar analysis, and geometry modification, which covers the main airfoil-database workflows. Notable gaps are deletion/rename of library airfoils and any library-creation operation, though these are safely workable around via import/export.