AI-powered scientific figure generator: natural language → matplotlib code → sandboxed SVG rendering. Local-first, Fernet-encrypted API keys, model-agnostic (OpenAI-compat/Gemini), 8 built-in Nature-style templates, editable & re-renderable code, full SQLite history. FastAPI · React 19 · matplotlib.