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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · AI / LLM tooling

iLook Face Analysis

By ilook.fit

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

Source code
Connect to iLook Face Analysis
Checks passed
13 / 22

1 failed · 8 not measured

Median response
477 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
14

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 477 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name ilook Face Analysis.

  • Pass
    Lists tools

    tools/list returned 14 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 477 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 477 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    43 of 43 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Fail
    Website matches publisher

    The website host does not match the reverse-domain namespace.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-08-18T09:48:47.86577Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using iLook Face Analysis

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

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

Capabilities

Tools 14

analyze_adult_face_age_cues

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

Discovered
analyze_canthal_tilt

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

Discovered
analyze_color_palette

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

Discovered
analyze_face_shape

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

Discovered
analyze_facial_symmetry

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

Discovered
analyze_golden_ratio_face

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

Discovered
analyze_psl_score

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

Discovered
analyze_skin_appearance

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

Discovered
calculate_facial_ratios

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

Discovered
detect_eye_shape

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

Discovered
find_hairstyle_direction

Returns face-shape-based hairstyle and framing direction.

Discovered
rate_jawline

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

Discovered
run_attractiveness_test

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

Discovered
score_face

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

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected477 ms14

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