A
licenseNot graded
qualityD
maintenanceExtracts deterministic facial features from photos locally using MediaPipe, returning structured JSON with measurements like face shape ratios and symmetry.
MIT
iLook Face Analysis
by fit.ilook
Server Details
Analyze user-submitted face photos with a complete report or 13 focused face-analysis tools.
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- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- –
- Claude
- –
TDQS
A3.5/5.0
Scored across 14 tools
Disambiguation4/5
Most tools target distinct aspects (e.g., age cues, canthal tilt, color palette), but some overlap exists between analyze_psl_score, run_attractiveness_test, and score_face, which all return appearance scores. Descriptions help clarify, but the overlap could still cause misselection.
Naming Consistency4/5
All tool names follow a consistent verb_noun pattern (analyze_, calculate_, detect_, etc.) with clear descriptive nouns. Minor deviations like 'find_hairstyle_direction' and 'rate_jawline' still fit the pattern, but the verb set is not perfectly uniform (analyze, calculate, detect, find, rate, run, score).
Tool Count4/5
With 14 tools, the count is slightly high but still reasonable for a face-analysis domain that covers multiple features (age, shape, symmetry, skin, eye, jawline). Each tool has a specific purpose, so none feel redundant, though a few could be consolidated (e.g., score_face vs run_attractiveness_test).
Completeness3/5
The tool surface covers many analysis aspects but lacks operations for updating or removing data, and there is no tool for image input validation or batch processing. Missing tools for side-profile or expression analysis could be gaps, but the core facial analysis facets are well covered.
Available Tools
14 toolsanalyze_adult_face_age_cuesAnalyze adult face age cuesBRead-onlyInspect
Returns broad adult presentation cues, not an exact age prediction.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required). Returns: tool, error, model, phi_score, +5 more
analyze_canthal_tiltAnalyze canthal tiltARead-onlyInspect
Returns left, right, and average visible eye-corner tilt cues.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required). Returns: tool, error, model, phi_score, +5 more
analyze_color_paletteAnalyze color paletteBRead-onlyInspect
Returns style-oriented palette, contrast, and lighting cues.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required). Returns: tool, error, model, phi_score, +5 more
analyze_face_shapeAnalyze face shapeBRead-onlyInspect
Returns face shape, runner-up shape, outline cues, and styling direction.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required). Returns: tool, error, model, phi_score, +5 more
analyze_facial_symmetryAnalyze facial symmetryARead-onlyInspect
Returns photo-specific left-right symmetry cues across visible features.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required). Returns: tool, error, model, phi_score, +5 more
analyze_golden_ratio_faceAnalyze Golden Ratio faceBRead-onlyInspect
Returns an approximate visible Golden Ratio phi score and proportion cues.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required). Returns: tool, error, model, phi_score, +5 more
analyze_psl_scoreAnalyze PSL-style scoreBRead-onlyInspect
Returns a broad PSL-style range from visible geometry without false precision.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required). Returns: tool, error, model, phi_score, +5 more
analyze_skin_appearanceAnalyze skin appearanceARead-onlyInspect
Returns appearance-only texture, evenness, shine, and lighting cues.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required). Returns: tool, error, model, phi_score, +5 more
calculate_facial_ratiosCalculate facial ratiosARead-onlyInspect
Returns visible face-ratio and spacing cues from one photo.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required). Returns: tool, error, model, phi_score, +5 more
detect_eye_shapeDetect eye shapeBRead-onlyInspect
Returns opening shape, corner orientation, and visible eye framing.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required). Returns: tool, error, model, phi_score, +5 more
find_hairstyle_directionFind hairstyle directionARead-onlyInspect
Returns face-shape-based hairstyle and framing direction.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required). Returns: tool, error, model, phi_score, +5 more
rate_jawlineRate jawlineBRead-onlyInspect
Returns visible jawline definition, balance, and lower-face cues.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required). Returns: tool, error, model, phi_score, +5 more
run_attractiveness_testRun subjective appearance testARead-onlyInspect
Returns a photo-specific subjective appearance score and visible basis.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required). Returns: tool, error, model, phi_score, +5 more
score_faceScore an authorized adult faceARead-onlyInspect
Returns descriptive face-shape context, five subjective appearance scores, and an approximate Golden Ratio phi score for one authorized adult photo.
Inputs: mime_type (required), image_base64 (required), adult_and_authorized (required), measurement_key. Returns: error, model, scores, summary, +9 more
Tool Schema Changelog
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