Atlas / MCP servers / aka-kika / HIG

HIGSAFE

mcp/aka-kika/hig

MCP server serving Apple Human Interface Guidelines as structured design tokens for AI coding agents — post-WWDC25 system colors, Liquid Glass constraints, SwiftUI mappings.

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
3 2r · 1w · 0d
Transport
—
License
MIT
Stars
36
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

An MCP server that gives Claude Code, Cursor, and any MCP client the Apple Human Interface Guidelines as structured data — real system color values, the type ramp, Liquid Glass constraints, and SwiftUI mappings — instead of prose to misread or stale hex to hallucinate.

The problem every Apple dev (and their agent) has right now

At WWDC25 Apple didn't just ship Liquid Glass — it quietly refreshed the system color palette (HIG changelog, June 9, 2025). systemBlue is not #007AFF anymore. It's #0088FF.

Which means:

  • Every LLM's training data is wrong. Ask an agent for iOS colors and it confidently hardcodes the pre-2025 palette.
  • The HIG is prose, not data. Apple publishes guidelines as web pages; an agent burns thousands of tokens fetching one, then still guesses the numbers.
  • Liquid Glass has rules nobody wrote down in one place — blur budgets, compositing layer caps, contrast measured after blur, the mandatory Reduce Transparency fallback. Agents violate all of them by default.

You end up reviewing generated SwiftUI that looks plausible and is subtly off-spec everywhere.

How hig-mcp solves it

Curated, verified token files live inside the server — offline, deterministic, near-zero tokens — and prose is fetched live from sosumi.ai so guidance is never stale. Ask for color and you get the current post-WWDC25 spec table, not a 2023 memory.

Read from source at commit 92c91934a66aOBSERVED · 2026-10-08
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.

claude-code
claude mcp add hig-mcp -- uvx hig-mcp
claude-desktop
{
  "mcpServers": {
    "hig-mcp": {
      "command": "uvx",
      "args": [
        "hig-mcp"
      ]
    }
  }
}
03

Exposed tools (3)

2 read · 1 write · 0 destructive.

ToolRiskDescription
hig_check_liquid_glassreadReturn the Liquid Glass guardrails for a given usage context.
hig_get_tokensreadReturn curated Apple HIG design tokens for a category.
hig_swiftuiwriteMap a HIG component to its SwiftUI API plus the token references to apply.
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
declared (3 observation(s))
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (2)

LOWPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
README.md:21
Curated, verified token files live **inside the server** — offline, deterministic, near-zero tokens — and prose is fetched live from [sosumi.ai](https://sosumi.ai) so guidance is never stale. Ask for
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine
LOWPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
llms.txt:3
> MCP server serving Apple Human Interface Guidelines as structured design tokens for AI coding agents: current post-WWDC25 system colors, typography ramp, Liquid Glass constraints, layout metrics, SF
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 92c91934a66afull audit observations/trust-audit/mcp-server/aka-kika__hig.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-0892c91934a66aSAFEB89first audit
06

Questions

What is the HIG MCP server?

MCP server serving Apple Human Interface Guidelines as structured design tokens for AI coding agents — post-WWDC25 system colors, Liquid Glass constraints, SwiftUI mappings.

What tools does HIG expose?

3 in total: 2 read-only, 1 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is HIG safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does HIG need?

No credential environment variables were found in its source, so it appears to need none.

How current is this page?

The grade is for one exact copy of the source (92c91934a66a), read on 2026-10-08. The repository is watched and re-audited when it changes.

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