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FaceRuler

REMOTE · FACERULER.COM

PSL score tiers, face shape classification and looksmaxxing term lookup from FaceRuler.

Available components

+3 this week 71 Trust /100

Last scanned (14 hours ago)

Scores higher than 61% of remote servers

Reachable. Last reached 24 Oct 2026.

Category Health and Science

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 Security63
Transport & Reachability100
Schema Quality & AI Usability78
  • AI-judged instruction clarity (excellent).Pass
  • Tool/resource definitions use about 317 tokens (~79/item across 4 items; 4 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
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
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 4 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.

  • 24 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

  • 21 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.

  • 19 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 17 Oct 26 +1
    • Stability: unverified → 0.03 ▲ functional
  • 16 Oct 26 67

    First indexed and scored.

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 24 Oct 2026 · Probed https://faceruler.com/api/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=faceruler.com CN=WE1,O=Google Trust Services,C=US 12 Oct 2026 10 Jan 2027 ECDSA 256 ECDSA-SHA256 d51028cfa639395a0e058df364e3a524
SANs: faceruler.com, preview.faceruler.com, *.preview.faceruler.com
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 faceruler.com. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
faceruler.com. 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

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://faceruler.com/api/mcp Verified 200
http (plaintext) http://faceruler.com/api/mcp Inconclusive 406
MCP tools · 4 exposed · ~317 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
classify_face_shape ~134

Classify a face into one of 7 shapes (oval, round, square, oblong, heart, diamond, triangle) from three measured outline ratios, with a match % for every shape.

NameTypeReqDescription
faceIndexnumberyesFace height / face width (typical 1.1–1.5)
foreheadRationumberyesForehead (temple) width / face width (typical 0.7–0.95)
jawRationumberyesJaw (bigonial) width / face width at cheekbones (typical 0.75–1.0)

No output schema declared.

No examples provided.

get_face_measurement_tool ~66

Return the link to FaceRuler’s free on-device tool for measuring a real face from one photo (PSL score, face shape, canthal tilt or facial ratios). Use when the user wants their own face measured.

NameTypeReqDescription
measurementstringyesWhat to measure

No output schema declared.

No examples provided.

lookup_looksmaxxing_term ~61

Define a looksmaxxing / PSL term (e.g. LTN, HTN, Chadlite, canthal tilt, hunter eyes, mog) and link to its full explanation.

NameTypeReqDescription
termstringyesThe term to look up

No output schema declared.

No examples provided.

psl_score_lookup ~56

Convert a PSL score (0–8 looksmaxxing face rating scale) into its tier name, approximate population percentile and casual 1–10 equivalent.

NameTypeReqDescription
pslnumberyesPSL score, 0–8

No output schema declared.

No examples provided.

Install

How do I install the FaceRuler MCP server?

FaceRuler is a hosted endpoint at https://faceruler.com/api/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 · faceruler.com

# add to Claude Code
claude mcp add --transport http com-faceruler-faceruler 'https://faceruler.com/api/mcp'
Common questions

What is the FaceRuler MCP server?

FaceRuler is an MCP server listed in the public MCP registry as com.faceruler/faceruler. PSL score tiers, face shape classification and looksmaxxing term lookup from FaceRuler. This page covers its hosted endpoint (https://faceruler.com/api/mcp).

Is the FaceRuler MCP server safe to use?

FaceRuler scores 71 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 FaceRuler MCP server expose?

FaceRuler exposes 4 tools: psl_score_lookup, classify_face_shape, lookup_looksmaxxing_term, get_face_measurement_tool. Their descriptions and schemas cost roughly 317 tokens of context every time the server is loaded.

Does the FaceRuler MCP server require authentication?

No. We connected to FaceRuler without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the FaceRuler MCP server still maintained?

FaceRuler is still listed as active in the MCP registry. We last reached this channel on 24 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.