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Measure facial symmetry, golden ratio, face shape, eye shape, canthal tilt and attractiveness score from one selfie — no upload, no signup.","pageUrl":"https://www.mcpbundles.com/skills/thefaceanalysis-mcp-ddc706c848","connectPath":"importable","connectAction":"import_server","catalogListing":false,"bundleSlug":null,"listingKind":"remote_mcp","kind":"provider","transportUrl":"https://mcp.thefaceanalysis.com/mcp","hostedMcpUrl":null,"toolCount":7,"toolInventoryStatus":"observed","refreshedAt":"2026-11-03T13:26:00.516172+00:00","registryName":"com.thefaceanalysis/thefaceanalysis-mcp-ddc706c848","registryVersion":"2026.11.3","registryEligible":true,"tools":[{"name":"get_reference_statistics","description":"Percentiles (p10, p25, median, p75, p90, min, max) of facial measurements from 102 adult faces (49 women, 53 men) of the Face Research Lab London Set, measured with a 478-point MediaPipe landmarker. Measures: composite score, symmetry, golden ratio fit, fWHR, midface ratio, pupillary distance, canthal tilt. Aggregates only; one research set photographed in one city, so these describe these faces, not a population.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"group":{"enum":["all","female","male"],"type":"string"},"measure":{"enum":["composite","symmetry","golden","fwhr","midface","pd","tilt"],"type":"string"}},"additionalProperties":false},"title":"Face measurement statistics","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"get_reference_statistics","displayName":"Face measurement statistics"},{"name":"list_face_types","description":"Lists the types the site's detectors use, with slug, name, page URL and how many of the 102 reference faces each type covered. The split shows how the detector divides these faces, not how common a type is in a population.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"category":{"enum":["face","eye","lip","nose"],"type":"string"}},"additionalProperties":false},"title":"List face, eye, lip and nose types","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"list_face_types","displayName":"List face, eye, lip and nose types"},{"name":"get_face_type","description":"Definition and how the type is measured from a front photo (the exact threshold rule), plus its page URL. 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Borderline faces can flip between two shapes; no accuracy figure is claimed because the reference set has no labelled face types.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["face_length","cheekbone_width","forehead_width","jaw_width"],"properties":{"jaw_width":{"type":"number","exclusiveMinimum":0},"face_length":{"type":"number","exclusiveMinimum":0},"forehead_width":{"type":"number","exclusiveMinimum":0},"cheekbone_width":{"type":"number","exclusiveMinimum":0}},"additionalProperties":false},"title":"Classify a face shape from four measurements","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"classify_face_shape","displayName":"Classify a face shape from four measurements"},{"name":"get_methodology","description":"How the numbers are made: the landmark model, every classification threshold, how the 1-10 score is built, and how it correlated with 2,513 human raters on the same faces (it did not predict them). Includes the method change history.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"include_changelog":{"type":"boolean"}},"additionalProperties":false},"title":"Methodology, thresholds and validity","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"get_methodology","displayName":"Methodology, thresholds and validity"},{"name":"get_citation","description":"Citation text, license (CC BY 4.0 for the aggregate numbers) and the source photo set. Use when quoting a number.","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"title":"How to cite the data","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"logicalName":"get_citation","displayName":"How to cite the data"},{"name":"get_embed_snippet","description":"HTML a website owner can paste to add the free face shape finder (it measures the visitor's photo in their browser, no sign-up). 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