Mmcp.market

iLook Face Analysis MCP server

by ilook.fit·fit.ilook/face-analysis·v1.3.1

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

C57/100grade C
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Safety scan
C57/100

full report

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If you have run it, two minutes of your experience saves the next person an afternoon.

iLook Face Analysis tools (14, 1 write)

write = sends, deletes, buys or posts
  • analyze_adult_face_age_cuesFree

    Returns broad adult presentation cues, not an exact age prediction.

  • analyze_canthal_tiltFree

    Returns left, right, and average visible eye-corner tilt cues.

  • analyze_color_paletteFree

    Returns style-oriented palette, contrast, and lighting cues.

  • analyze_face_shapeFree

    Returns face shape, runner-up shape, outline cues, and styling direction.

  • analyze_facial_symmetryFree

    Returns photo-specific left-right symmetry cues across visible features.

  • analyze_golden_ratio_faceFree

    Returns an approximate visible Golden Ratio phi score and proportion cues.

  • analyze_psl_scoreFree

    Returns a broad PSL-style range from visible geometry without false precision.

  • analyze_skin_appearanceFree

    Returns appearance-only texture, evenness, shine, and lighting cues.

  • calculate_facial_ratiosFree

    Returns visible face-ratio and spacing cues from one photo.

  • detect_eye_shapeFree

    Returns opening shape, corner orientation, and visible eye framing.

  • find_hairstyle_directionFree

    Returns face-shape-based hairstyle and framing direction.

  • rate_jawlineFree

    Returns visible jawline definition, balance, and lower-face cues.

  • run_attractiveness_testwrite actionFree

    Returns a photo-specific subjective appearance score and visible basis.

  • score_faceFree

    Returns descriptive face-shape context, five subjective appearance scores, and an approximate Golden Ratio phi score for one authorized adult photo.

Public scan report

scanner v0.1.9 · 2026-09-23 · same rubric, same numbers if you re-run it

1 high
  • Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 548ms20/20
  • Tool poisoning14 tool descriptions checked15/15
  • Auth qualityopen endpoint exposes 1 write-action tools with no auth3/15
  • Maintenancerepository not readable: repo not found3/15
  • Maintainer identityno repository or website to verify2/10

Findings (1)

  • highWrite-action tools reachable without authenticationauth.open-write
Overall 57/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

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

iLook Face Analysis: common questions

Is iLook Face Analysis MCP server safe?
With care: it is graded C, so read the findings first (57/100). Read the iLook Face Analysis safety report
How do I install iLook Face Analysis?
It runs remotely at www.ilook.fit. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does iLook Face Analysis need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is iLook Face Analysis maintained?
The latest release is v1.3.1.
Is iLook Face Analysis up?
100% of our last 20 checks got an answer. We check remote servers about four times a day.

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