iLook is a privacy-first browser tool for exploring visible facial geometry in a user-provided photo. It explains face shape, symmetry signals, proportions, and Golden Ratio phi context in a clear, non-medical report. Developers can connect through REST, OpenAPI, MCP, and A2A machine-readable outputs.