iLook Face Analysis MCP

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• score_face

  Returns descriptive face-shape context, five subjective appearance scores, and an approximate Golden Ratio phi score for one authorized adult photo.

• analyze_face_shape

  Returns face shape, runner-up shape, outline cues, and styling direction.

• rate_jawline

  Returns visible jawline definition, balance, and lower-face cues.

• analyze_canthal_tilt

  Returns left, right, and average visible eye-corner tilt cues.

• detect_eye_shape

  Returns opening shape, corner orientation, and visible eye framing.

• analyze_adult_face_age_cues

  Returns broad adult presentation cues, not an exact age prediction.

• analyze_facial_symmetry

  Returns photo-specific left-right symmetry cues across visible features.

• analyze_golden_ratio_face

  Returns an approximate visible Golden Ratio phi score and proportion cues.

• run_attractiveness_test

  Returns a photo-specific subjective appearance score and visible basis.

• analyze_psl_score

  Returns a broad PSL-style range from visible geometry without false precision.

• calculate_facial_ratios

  Returns visible face-ratio and spacing cues from one photo.

• analyze_color_palette

  Returns style-oriented palette, contrast, and lighting cues.

• analyze_skin_appearance

  Returns appearance-only texture, evenness, shine, and lighting cues.

• find_hairstyle_direction

  Returns face-shape-based hairstyle and framing direction.

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