iLook Face Analysis

by ilook.fit · remote · no sign-in to list tools · v1.3.1 · published by fit.ilook

Analyze user-submitted face photos with a complete report or 13 focused face-analysis tools.

Changes · 1

Compare Registry entry

14 tools: 1 change things and 13 only read.

Scanned Oct 21, 2026

Deletes or cancels0Claude Code: deny
Can't be undone0Claude Code: ask
Changes things1Claude Code: ask: see these tools
Only reads13Claude Code: allow: see these tools

1 check matched something in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http face-analysis https://www.ilook.fit/mcp

Findings

Matches of fixed checks, with the text they matched.

1 warn

Warnrun_attractiveness_test
The server marks "run_attractiveness_test" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
Matched text
annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}; The name "run_attractiveness_test" says "run": a word for a change.
What this check looks for

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

14 tools

Changes things 1Creates or changes something that can be changed back.Claude Code: ask

run_attractiveness_testReturns a photo-specific subjective appearance score and visible basis.1 finding
Why it is in this group
- The name "run_attractiveness_test" says "run": a word for a change.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Findings
- Warn
  The server marks "run_attractiveness_test" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
  Matched text
  annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}; The name "run_attractiveness_test" says "run": a word for a change.
  What this check looks for
Description, as the server wrote it
Returns a photo-specific subjective appearance score and visible basis.
Annotations the server declares
- title: Run subjective appearance test
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true

Only reads 13Looks things up and changes nothing.Claude Code: allow

analyze_adult_face_age_cuesReturns broad adult presentation cues, not an exact age prediction.No findings
Why it is in this group
- The name "analyze_adult_face_age_cues" says "analyze": a word for reading.
Description, as the server wrote it
Returns broad adult presentation cues, not an exact age prediction.
Annotations the server declares
- title: Analyze adult face age cues
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
analyze_canthal_tiltReturns left, right, and average visible eye-corner tilt cues.No findings
Why it is in this group
- The name "analyze_canthal_tilt" says "analyze": a word for reading.
Description, as the server wrote it
Returns left, right, and average visible eye-corner tilt cues.
Annotations the server declares
- title: Analyze canthal tilt
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
analyze_color_paletteReturns style-oriented palette, contrast, and lighting cues.No findings
Why it is in this group
- The name "analyze_color_palette" says "analyze": a word for reading.
Description, as the server wrote it
Returns style-oriented palette, contrast, and lighting cues.
Annotations the server declares
- title: Analyze color palette
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
analyze_face_shapeReturns face shape, runner-up shape, outline cues, and styling direction.No findings
Why it is in this group
- The name "analyze_face_shape" says "analyze": a word for reading.
Description, as the server wrote it
Returns face shape, runner-up shape, outline cues, and styling direction.
Annotations the server declares
- title: Analyze face shape
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
analyze_facial_symmetryReturns photo-specific left-right symmetry cues across visible features.No findings
Why it is in this group
- The name "analyze_facial_symmetry" says "analyze": a word for reading.
Description, as the server wrote it
Returns photo-specific left-right symmetry cues across visible features.
Annotations the server declares
- title: Analyze facial symmetry
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
analyze_golden_ratio_faceReturns an approximate visible Golden Ratio phi score and proportion cues.No findings
Why it is in this group
- The name "analyze_golden_ratio_face" says "analyze": a word for reading.
Description, as the server wrote it
Returns an approximate visible Golden Ratio phi score and proportion cues.
Annotations the server declares
- title: Analyze Golden Ratio face
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
analyze_psl_scoreReturns a broad PSL-style range from visible geometry without false precision.No findings
Why it is in this group
- The name "analyze_psl_score" says "analyze": a word for reading.
Description, as the server wrote it
Returns a broad PSL-style range from visible geometry without false precision.
Annotations the server declares
- title: Analyze PSL-style score
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
analyze_skin_appearanceReturns appearance-only texture, evenness, shine, and lighting cues.No findings
Why it is in this group
- The name "analyze_skin_appearance" says "analyze": a word for reading.
Description, as the server wrote it
Returns appearance-only texture, evenness, shine, and lighting cues.
Annotations the server declares
- title: Analyze skin appearance
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
calculate_facial_ratiosReturns visible face-ratio and spacing cues from one photo.No findings
Why it is in this group
- The description's first verb is "return": a word for reading.
Description, as the server wrote it
Returns visible face-ratio and spacing cues from one photo.
Annotations the server declares
- title: Calculate facial ratios
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
detect_eye_shapeReturns opening shape, corner orientation, and visible eye framing.No findings
Why it is in this group
- The description's first verb is "return": a word for reading.
Description, as the server wrote it
Returns opening shape, corner orientation, and visible eye framing.
Annotations the server declares
- title: Detect eye shape
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
find_hairstyle_directionReturns face-shape-based hairstyle and framing direction.No findings
Why it is in this group
- The name "find_hairstyle_direction" says "find": a word for reading.
Description, as the server wrote it
Returns face-shape-based hairstyle and framing direction.
Annotations the server declares
- title: Find hairstyle direction
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
rate_jawlineReturns visible jawline definition, balance, and lower-face cues.No findings
Why it is in this group
- The description's first verb is "return": a word for reading.
Description, as the server wrote it
Returns visible jawline definition, balance, and lower-face cues.
Annotations the server declares
- title: Rate jawline
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
score_faceReturns descriptive face-shape context, five subjective appearance scores, and an approximate Golden Ratio phi score for one authorized adult photo.No findings
Why it is in this group
- The description's first verb is "return": a word for reading.
Description, as the server wrote it
Returns descriptive face-shape context, five subjective appearance scores, and an approximate Golden Ratio phi score for one authorized adult photo.
Annotations the server declares
- title: Score an authorized adult face
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.3.1. Values in angle brackets are yours to fill in.

claude mcp add --transport http face-analysis https://www.ilook.fit/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json

{
  "permissions": {
    "allow": [
      "mcp__face-analysis__score_face",
      "mcp__face-analysis__analyze_face_shape",
      "mcp__face-analysis__rate_jawline",
      "mcp__face-analysis__analyze_canthal_tilt",
      "mcp__face-analysis__detect_eye_shape",
      "mcp__face-analysis__analyze_adult_face_age_cues",
      "mcp__face-analysis__analyze_facial_symmetry",
      "mcp__face-analysis__analyze_golden_ratio_face",
      "mcp__face-analysis__analyze_psl_score",
      "mcp__face-analysis__calculate_facial_ratios",
      "mcp__face-analysis__analyze_color_palette",
      "mcp__face-analysis__analyze_skin_appearance",
      "mcp__face-analysis__find_hairstyle_direction"
    ],
    "ask": [
      "mcp__face-analysis__run_attractiveness_test"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as face-analysis. Review it before you use it.

Keep track

Get told when this server's tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/fit.ilook/face-analysis/changes.xml

An Atom feed. Works in any feed reader or Slack's RSS app.

Anlyon alternative

1 of these tools change something. Run those as governed actions.

Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.

Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.

Import an OpenAPI spec →

Compare with other servers for the same product.

Source: MCP Registry · repository. Synced Oct 21, 2026, 18:12 UTC.

For agents: Markdown · JSON · report this listing