{"name":"fit.ilook/face-analysis","slug":"ilook-face-analysis","title":"iLook Face Analysis","description":"Analyze user-submitted face photos with a complete report or 13 focused face-analysis tools.","url":"https://mcp.market/server/ilook-face-analysis","rating":null,"grade":"C","score":57,"certified":false,"status":"active","category":"other","tags":[],"presence":{"score":5,"stars":null,"forks":null,"downloads_week":null,"last_push_at":null,"license":null},"uptime":{"percent":100,"checks":20,"ok":20,"last_checked_at":"2026-09-24T07:10:58.538Z","last_ok_at":"2026-09-24T07:10:58.538Z","latency_ms":144},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/harshul1404/ilook","website":null,"version":"1.3.1","remotes":[{"type":"streamable-http","url":"https://www.ilook.fit/mcp"}],"packages":[],"tools":[{"name":"analyze_adult_face_age_cues","description":"Returns broad adult presentation cues, not an exact age prediction.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}},{"name":"analyze_canthal_tilt","description":"Returns left, right, and average visible eye-corner tilt cues.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}},{"name":"analyze_color_palette","description":"Returns style-oriented palette, contrast, and lighting cues.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}},{"name":"analyze_face_shape","description":"Returns face shape, runner-up shape, outline cues, and styling direction.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}},{"name":"analyze_facial_symmetry","description":"Returns photo-specific left-right symmetry cues across visible features.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}},{"name":"analyze_golden_ratio_face","description":"Returns an approximate visible Golden Ratio phi score and proportion cues.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}},{"name":"analyze_psl_score","description":"Returns a broad PSL-style range from visible geometry without false precision.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}},{"name":"analyze_skin_appearance","description":"Returns appearance-only texture, evenness, shine, and lighting cues.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}},{"name":"calculate_facial_ratios","description":"Returns visible face-ratio and spacing cues from one photo.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}},{"name":"detect_eye_shape","description":"Returns opening shape, corner orientation, and visible eye framing.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}},{"name":"find_hairstyle_direction","description":"Returns face-shape-based hairstyle and framing direction.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}},{"name":"rate_jawline","description":"Returns visible jawline definition, balance, and lower-face cues.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}},{"name":"run_attractiveness_test","description":"Returns a photo-specific subjective appearance score and visible basis.","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}},{"name":"score_face","description":"Returns descriptive face-shape context, five subjective appearance scores, and an approximate Golden Ratio phi score for one authorized adult photo.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"image_base64":{"type":"string","description":"Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."},"mime_type":{"type":"string","enum":["image/jpeg","image/png","image/webp"],"description":"Image media type. Supported formats are JPEG, PNG, and WebP."},"adult_and_authorized":{"type":"boolean","const":true,"description":"Confirms the pictured person is an adult and the submission is lawful."},"measurement_key":{"type":"string","enum":["face_shape_detector","jawline_rating","canthal_tilt","eye_shape","face_age_cues","facial_symmetry","golden_ratio_face","attractiveness_test","psl_score","facial_ratios","color_analysis","skin_analysis","hairstyle_finder"],"description":"Optional. Return only one focused free-tool output instead of the full face report."}},"required":["image_base64","mime_type","adult_and_authorized"],"additionalProperties":false}}],"scan":{"score":57,"grade":"C","scanned_at":"2026-09-23T04:54:57.765Z","report":{"scannerVersion":"0.1.9","scannedAt":"2026-09-23T04:54:57.704Z","components":{"code":{"score":-1,"max":25,"notes":["remote-only server, no package to scan"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 548ms"]},"poisoning":{"score":15,"max":15,"notes":["14 tool descriptions checked"]},"auth":{"score":3,"max":15,"notes":["open endpoint exposes 1 write-action tools with no auth"]},"maintenance":{"score":3,"max":15,"notes":["repository not readable: repo not found"]},"identity":{"score":2,"max":10,"notes":["no repository or website to verify"]}},"findings":[{"id":"auth.open-write","severity":"high","component":"auth","title":"Write-action tools reachable without authentication"}],"inputs":{"probes":[{"url":"https://www.ilook.fit/mcp","reachable":true,"authRequired":false,"latencyMs":548,"serverInfo":{"name":"ilook Face Analysis","version":"1.4.0"}}],"packages":[],"repo":{"found":false,"owner":"harshul1404","repo":"ilook","error":"repo not found"},"icon":{"url":"https://www.ilook.fit/icon-ilook-v2.png","source":"site","width":512,"height":512},"presence":{"stars":null,"forks":null,"downloadsWeek":null,"license":null,"lastPushAt":null,"score":5}}}},"grade_history":[],"reviews":[]}