iLook Face Analysis
REMOTE · WWW.ILOOK.FIT
Analyze user-submitted face photos with a complete report or 13 focused face-analysis tools.
Available components
0 this week
88 88 Trust /100
Last scanned (9 hours ago)
Scores higher than 96% of remote servers
Reachable. Last reached 5 Nov 2026.
Category Design and Media
Trust breakdown (7 categories)
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security80
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability76
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 1361 tokens (~97/item across 14 items; 14 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
- No destabilizing schema changes in the last 30 days.Pass
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 14 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 14 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Changelog
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 28 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 27 Sept 26 0
- Authorization: unverified → partial ▲ security
- Stability: fail → pass ▲ security
- Schema quality: 83 → 97 ▼ functional
- Tool coverage: 67% → 100% ▲ functional
- Tool “analyze_adult_face_age_cues” now declares an output schema ▲ functional
- Tool “analyze_canthal_tilt” now declares an output schema ▲ functional
- Tool “analyze_color_palette” now declares an output schema ▲ functional
- Tool “analyze_face_shape” now declares an output schema ▲ functional
- Tool “analyze_facial_symmetry” now declares an output schema ▲ functional
- Tool “analyze_golden_ratio_face” now declares an output schema ▲ functional
- Tool “analyze_psl_score” now declares an output schema ▲ functional
- Tool “analyze_skin_appearance” now declares an output schema ▲ functional
- Tool “calculate_facial_ratios” now declares an output schema ▲ functional
- Tool “detect_eye_shape” now declares an output schema ▲ functional
- Tool “find_hairstyle_direction” now declares an output schema ▲ functional
- Tool “rate_jawline” now declares an output schema ▲ functional
- Tool “run_attractiveness_test” now declares an output schema ▲ functional
- Tool “score_face” now declares an output schema ▲ functional
- Server version: 1.3.0 → 1.4.0 functional
- “analyze_adult_face_age_cues” reworded the description of “mime_type” cosmetic
- “analyze_canthal_tilt” reworded the description of “mime_type” cosmetic
- “analyze_color_palette” reworded the description of “mime_type” cosmetic
- “analyze_face_shape” reworded the description of “mime_type” cosmetic
- “analyze_facial_symmetry” reworded the description of “mime_type” cosmetic
- “analyze_golden_ratio_face” reworded the description of “mime_type” cosmetic
- “analyze_psl_score” reworded the description of “mime_type” cosmetic
- “analyze_skin_appearance” reworded the description of “mime_type” cosmetic
- “calculate_facial_ratios” reworded the description of “mime_type” cosmetic
- “detect_eye_shape” reworded the description of “mime_type” cosmetic
- “find_hairstyle_direction” reworded the description of “mime_type” cosmetic
- “rate_jawline” reworded the description of “mime_type” cosmetic
- “run_attractiveness_test” reworded the description of “mime_type” cosmetic
- “score_face” reworded the description of “mime_type” cosmetic
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 17 Sept 26 0
- Stability: 0.97 → pass security
- 26 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 22 Aug 26 0
- HTTPS: unverified → pass ▲ security
- Authorization: unverified → partial ▲ security
- HSTS header: fail → pass ▲ security
- Tool “score_face” rewrote its description, which is the text the model reads security
- Schema quality: 83 → 97 ▼ functional
- Tool coverage: 67% → 100% ▲ functional
- Tool “score_face” now declares an output schema ▲ functional
- Server version: 1.1.0 → 1.4.0 functional
- New tool “analyze_adult_face_age_cues” functional
- New tool “analyze_canthal_tilt” functional
- New tool “analyze_color_palette” functional
- New tool “analyze_face_shape” functional
- New tool “analyze_facial_symmetry” functional
- New tool “analyze_golden_ratio_face” functional
- New tool “analyze_psl_score” functional
- New tool “analyze_skin_appearance” functional
- New tool “calculate_facial_ratios” functional
- New tool “detect_eye_shape” functional
- New tool “find_hairstyle_direction” functional
- New tool “rate_jawline” functional
- New tool “run_attractiveness_test” functional
- “score_face” added an optional parameter “measurement_key” cosmetic
- “score_face” reworded the description of “mime_type” cosmetic
- 21 Aug 26 0
- Authorization: partial → unverified ▼ security
- HTTPS: pass → unverified ▼ security
- HSTS header: pass → fail ▼ security
- Tool “analyze_adult_face_age_cues” was removed ▼ security
- Tool “analyze_canthal_tilt” was removed ▼ security
- Tool “analyze_color_palette” was removed ▼ security
- Tool “analyze_face_shape” was removed ▼ security
- Tool “analyze_facial_symmetry” was removed ▼ security
- Tool “analyze_golden_ratio_face” was removed ▼ security
- Tool “analyze_psl_score” was removed ▼ security
- Tool “analyze_skin_appearance” was removed ▼ security
- Tool “calculate_facial_ratios” was removed ▼ security
- Tool “detect_eye_shape” was removed ▼ security
- Tool “find_hairstyle_direction” was removed ▼ security
- Tool “rate_jawline” was removed ▼ security
- Tool “run_attractiveness_test” was removed ▼ security
- Tool “score_face” rewrote its description, which is the text the model reads security
- Tool coverage: 100% → 67% ▼ functional
- Tool “score_face” dropped its output schema ▼ functional
- Schema quality: 97 → 83 ▲ functional
- Server version: 1.4.0 → 1.1.0 functional
- “score_face” reworded the description of “mime_type” cosmetic
- “score_face” dropped the optional parameter “measurement_key” cosmetic
- 20 Aug 26 0
- Authorization: unverified → partial ▲ security
- Schema quality: 83 → 97 ▼ functional
- Tool coverage: 67% → 100% ▲ functional
- Tool “analyze_adult_face_age_cues” now declares an output schema ▲ functional
- Tool “analyze_canthal_tilt” now declares an output schema ▲ functional
- Tool “analyze_color_palette” now declares an output schema ▲ functional
- Tool “analyze_face_shape” now declares an output schema ▲ functional
- Tool “analyze_facial_symmetry” now declares an output schema ▲ functional
- Tool “analyze_golden_ratio_face” now declares an output schema ▲ functional
- Tool “analyze_psl_score” now declares an output schema ▲ functional
- Tool “analyze_skin_appearance” now declares an output schema ▲ functional
- Tool “calculate_facial_ratios” now declares an output schema ▲ functional
- Tool “detect_eye_shape” now declares an output schema ▲ functional
- Tool “find_hairstyle_direction” now declares an output schema ▲ functional
- Tool “rate_jawline” now declares an output schema ▲ functional
- Tool “run_attractiveness_test” now declares an output schema ▲ functional
- Tool “score_face” now declares an output schema ▲ functional
- First check of Tool coverage: 100 functional
- Server version: 1.3.0 → 1.4.0 functional
- “analyze_adult_face_age_cues” reworded the description of “mime_type” cosmetic
- “analyze_canthal_tilt” reworded the description of “mime_type” cosmetic
- “analyze_color_palette” reworded the description of “mime_type” cosmetic
- “analyze_face_shape” reworded the description of “mime_type” cosmetic
- “analyze_facial_symmetry” reworded the description of “mime_type” cosmetic
- “analyze_golden_ratio_face” reworded the description of “mime_type” cosmetic
- “analyze_psl_score” reworded the description of “mime_type” cosmetic
- “analyze_skin_appearance” reworded the description of “mime_type” cosmetic
- “calculate_facial_ratios” reworded the description of “mime_type” cosmetic
- “detect_eye_shape” reworded the description of “mime_type” cosmetic
- “find_hairstyle_direction” reworded the description of “mime_type” cosmetic
- “rate_jawline” reworded the description of “mime_type” cosmetic
- “run_attractiveness_test” reworded the description of “mime_type” cosmetic
- “score_face” reworded the description of “mime_type” cosmetic
Diagnostics
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Probed https://www.ilook.fit/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=ilook.fit | CN=WE1,O=Google Trust Services,C=US | 29 Sept 2026 | 28 Dec 2026 | ECDSA 256 | ECDSA-SHA256 | 24b4c308fa2d9f813672e7b78a1b361 |
| SANs: ilook.fit, www.ilook.fit, *.www.ilook.fit | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of www.ilook.fit. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| fit. | present | 21471 | 13 | Verified |
| ilook.fit. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=31536000; includeSubDomains; preload |
| x-content-type-options | nosniff |
| x-frame-options | DENY |
| referrer-policy | strict-origin-when-cross-origin |
| permissions-policy | camera=(self), geolocation=(), microphone=(), payment=(self "https://checkout.dodopayments.com" "https://test.checkout.dodopayments.com"), usb=() |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://www.ilook.fit/mcp | Verified | 200 | |
| http (plaintext) | http://www.ilook.fit/mcp | HTTPS enforced | 301 | https://www.ilook.fit/mcp |
MCP tools
· 14 exposed
· ~1,361 tokens
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
Tool
Tokens
analyze_adult_face_age_cues Analyze adult face age cues ~97
Returns broad adult presentation cues, not an exact age prediction.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the focused analysis fails. |
| face_shape | object | – | Optional face-shape context when relevant. |
| measurement | object | yes | Score, label, analysis, and tool-specific detail rows. |
| model | string | yes | Model version used for visible analysis. |
| phi_score | object | – | Optional Golden Ratio context when relevant. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| tool | string | yes | Focused measurement key. |
No examples provided.
analyze_canthal_tilt Analyze canthal tilt ~97
Returns left, right, and average visible eye-corner tilt cues.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the focused analysis fails. |
| face_shape | object | – | Optional face-shape context when relevant. |
| measurement | object | yes | Score, label, analysis, and tool-specific detail rows. |
| model | string | yes | Model version used for visible analysis. |
| phi_score | object | – | Optional Golden Ratio context when relevant. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| tool | string | yes | Focused measurement key. |
No examples provided.
analyze_color_palette Analyze color palette ~92
Returns style-oriented palette, contrast, and lighting cues.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the focused analysis fails. |
| face_shape | object | – | Optional face-shape context when relevant. |
| measurement | object | yes | Score, label, analysis, and tool-specific detail rows. |
| model | string | yes | Model version used for visible analysis. |
| phi_score | object | – | Optional Golden Ratio context when relevant. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| tool | string | yes | Focused measurement key. |
No examples provided.
analyze_face_shape Analyze face shape ~96
Returns face shape, runner-up shape, outline cues, and styling direction.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the focused analysis fails. |
| face_shape | object | – | Optional face-shape context when relevant. |
| measurement | object | yes | Score, label, analysis, and tool-specific detail rows. |
| model | string | yes | Model version used for visible analysis. |
| phi_score | object | – | Optional Golden Ratio context when relevant. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| tool | string | yes | Focused measurement key. |
No examples provided.
analyze_facial_symmetry Analyze facial symmetry ~94
Returns photo-specific left-right symmetry cues across visible features.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the focused analysis fails. |
| face_shape | object | – | Optional face-shape context when relevant. |
| measurement | object | yes | Score, label, analysis, and tool-specific detail rows. |
| model | string | yes | Model version used for visible analysis. |
| phi_score | object | – | Optional Golden Ratio context when relevant. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| tool | string | yes | Focused measurement key. |
No examples provided.
analyze_golden_ratio_face Analyze Golden Ratio face ~95
Returns an approximate visible Golden Ratio phi score and proportion cues.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the focused analysis fails. |
| face_shape | object | – | Optional face-shape context when relevant. |
| measurement | object | yes | Score, label, analysis, and tool-specific detail rows. |
| model | string | yes | Model version used for visible analysis. |
| phi_score | object | – | Optional Golden Ratio context when relevant. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| tool | string | yes | Focused measurement key. |
No examples provided.
analyze_psl_score Analyze PSL-style score ~95
Returns a broad PSL-style range from visible geometry without false precision.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the focused analysis fails. |
| face_shape | object | – | Optional face-shape context when relevant. |
| measurement | object | yes | Score, label, analysis, and tool-specific detail rows. |
| model | string | yes | Model version used for visible analysis. |
| phi_score | object | – | Optional Golden Ratio context when relevant. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| tool | string | yes | Focused measurement key. |
No examples provided.
analyze_skin_appearance Analyze skin appearance ~96
Returns appearance-only texture, evenness, shine, and lighting cues.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the focused analysis fails. |
| face_shape | object | – | Optional face-shape context when relevant. |
| measurement | object | yes | Score, label, analysis, and tool-specific detail rows. |
| model | string | yes | Model version used for visible analysis. |
| phi_score | object | – | Optional Golden Ratio context when relevant. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| tool | string | yes | Focused measurement key. |
No examples provided.
calculate_facial_ratios Calculate facial ratios ~95
Returns visible face-ratio and spacing cues from one photo.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the focused analysis fails. |
| face_shape | object | – | Optional face-shape context when relevant. |
| measurement | object | yes | Score, label, analysis, and tool-specific detail rows. |
| model | string | yes | Model version used for visible analysis. |
| phi_score | object | – | Optional Golden Ratio context when relevant. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| tool | string | yes | Focused measurement key. |
No examples provided.
detect_eye_shape Detect eye shape ~93
Returns opening shape, corner orientation, and visible eye framing.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the focused analysis fails. |
| face_shape | object | – | Optional face-shape context when relevant. |
| measurement | object | yes | Score, label, analysis, and tool-specific detail rows. |
| model | string | yes | Model version used for visible analysis. |
| phi_score | object | – | Optional Golden Ratio context when relevant. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| tool | string | yes | Focused measurement key. |
No examples provided.
find_hairstyle_direction Find hairstyle direction ~94
Returns face-shape-based hairstyle and framing direction.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the focused analysis fails. |
| face_shape | object | – | Optional face-shape context when relevant. |
| measurement | object | yes | Score, label, analysis, and tool-specific detail rows. |
| model | string | yes | Model version used for visible analysis. |
| phi_score | object | – | Optional Golden Ratio context when relevant. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| tool | string | yes | Focused measurement key. |
No examples provided.
rate_jawline Rate jawline ~95
Returns visible jawline definition, balance, and lower-face cues.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the focused analysis fails. |
| face_shape | object | – | Optional face-shape context when relevant. |
| measurement | object | yes | Score, label, analysis, and tool-specific detail rows. |
| model | string | yes | Model version used for visible analysis. |
| phi_score | object | – | Optional Golden Ratio context when relevant. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| tool | string | yes | Focused measurement key. |
No examples provided.
run_attractiveness_test Run subjective appearance test ~94
Returns a photo-specific subjective appearance score and visible basis.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the focused analysis fails. |
| face_shape | object | – | Optional face-shape context when relevant. |
| measurement | object | yes | Score, label, analysis, and tool-specific detail rows. |
| model | string | yes | Model version used for visible analysis. |
| phi_score | object | – | Optional Golden Ratio context when relevant. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| tool | string | yes | Focused measurement key. |
No examples provided.
score_face Score an authorized adult face ~128
Returns descriptive face-shape context, five subjective appearance scores, and an approximate Golden Ratio phi score for one authorized adult photo.
| Name | Type | Req | Description |
|---|---|---|---|
| adult_and_authorized | boolean | yes | Confirms the pictured person is an adult and the submission is lawful. |
| image_base64 | string | yes | Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix. |
| measurement_key | string | – | Optional. Return only one focused free-tool output instead of the full face report. |
| mime_type | string | yes | Image media type. Supported formats are JPEG, PNG, and WebP. |
| Name | Type | Req | Description |
|---|---|---|---|
| analysis_id | string | yes | Unique analysis identifier. |
| disclaimer | string | yes | Required responsible-use disclaimer. |
| error | object | – | Present when the tool call fails. |
| face_shape | object | yes | Descriptive visible face-shape category and explanation. |
| measurements | object | – | Focused free-tool measurement outputs. |
| model | string | yes | Model version used for visible analysis. |
| overall_score | number | yes | Fixed weighted score from 0 to 10. |
| overall_score_100 | integer | yes | The same fixed weighted score from 0 to 100. |
| phi_score | object | yes | Separate 0 to 100 Golden Ratio proportion context. |
| rubric_version | string | yes | Versioned iLook scoring rubric. |
| score_explanations | object | – | Photo-specific explanation for each named subscore. |
| scores | object | yes | Five named appearance subscores from 0 to 10. |
| summary | string | yes | Concise photo-specific report summary. |
No examples provided.
Install
How do I install the iLook Face Analysis MCP server?
iLook Face Analysis is a hosted endpoint at https://www.ilook.fit/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · www.ilook.fit
# add to Claude Code
claude mcp add --transport http fit-ilook-face-analysis 'https://www.ilook.fit/mcp'
Common questions
What is the iLook Face Analysis MCP server?
iLook Face Analysis is an MCP server listed in the public MCP registry as fit.ilook/face-analysis. Analyze user-submitted face photos with a complete report or 13 focused face-analysis tools. This page covers its hosted endpoint (https://www.ilook.fit/mcp).
Is the iLook Face Analysis MCP server safe to use?
iLook Face Analysis scores 88 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the iLook Face Analysis MCP server expose?
iLook Face Analysis exposes 14 tools: score_face, analyze_face_shape, rate_jawline, analyze_canthal_tilt, detect_eye_shape, and 9 more. Their descriptions and schemas cost roughly 1,361 tokens of context every time the server is loaded.
Does the iLook Face Analysis MCP server require authentication?
No. We connected to iLook Face Analysis without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the iLook Face Analysis MCP server still maintained?
iLook Face Analysis is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.