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mcp-ink-design βœ’οΈ

Model Context Protocol (MCP) Server for High-Craft Web Design & Engineering.
Defeating "AI Slop" through bespoke OKLCH color harmonies, mathematical fluid typography, layered physical depth, Three.js 3D experiences, OWASP security audits, and dedicated Python verification.


πŸ’Ž The Anti-AI-Slop Manifesto (INK_MASTER.md)

Most AI-generated web interfaces look generic, repetitive, and bland:

  • Cliche #6366f1 / #a855f7 purple-to-blue linear gradients on dark cards.

  • Rigid pixel typography that breaks or looks clumsy on mobile devices.

  • Single harsh black drop-shadows instead of layered ambient occlusion.

  • Div-heavy markup lacking semantic landmarks (<main>, <header>, <nav>).

  • Dangerous client-side DOM injections (innerHTML, eval) and tokens stored in localStorage.

mcp-ink-design enforces a human-grade architectural standard:

  1. Perceptually Uniform OKLCH Color Spaces: Uniform lightness and chroma without dead gray zones in gradients.

  2. Mathematical Fluid Typography: Smooth viewport scaling using clamp(min, preferred, max).

  3. Tactile Micro-Interactions: Real physical response curves (cubic-bezier(0.16, 1, 0.3, 1)).

  4. Purposeful 3D WebGL / Three.js: Responsive canvases with devicePixelRatio clamping and memory disposal cleanup.

  5. Zero-Trust Security & Auth: Strict Content Security Policy (CSP), safe DOM sinks, and HttpOnly cookie architecture.

  6. External Verification Suite: Automated Python linter for AST security, contrast calculations, and design heuristics.


Related MCP server: imugi

πŸ› οΈ Tool Suite (tools/list)

Tool Name

Action

Description

ink_create_base

Scaffolding

Scaffolds a complete modern web project (Semantic HTML5, CSS architecture, OKLCH tokens, main.js)

ink_design_palette_tokens

Color & Tokens

Generates OKLCH palettes, CSS custom properties, and WCAG AAA contrast ratios

ink_craft_component

UI Components

Crafts tactile components (glass-card, tactile-button, hero-section, navigation-bar, etc.)

ink_threejs_experience

3D WebGL

Generates memory-safe Three.js canvas experiences (particle-constellation, geometric-wireframe)

ink_script_logic

Modern JS/TS

Generates zero-dependency logic modules (state-store, event-bus, scroll-observer, form-validator)

ink_security_audit

Security Audit

Scans code for DOM XSS, eval, token leakage in localStorage, and generates tailored CSP headers

ink_validate_design

Design QA

Computes Craft Grade (S, A, B, C), checks anti-slop rules, evaluates contrast, and audits RTL/LTR logical properties

ink_python_test_runner

External Verification

Executes the dedicated Python testing suite (ink_verifier) via stdin JSON pipeline

ink_capture_viewport

Multi-Viewport QA

Captures 16:9 Desktop, 9:16 Story, and 390x844 Mobile snapshots with automated overflow checks

ink_inspect_website_style

Reverse-Engineering

Deconstructs any website (URL or HTML/CSS) into an OKLCH palette, font hierarchy, and design blueprint

ink_import_custom_assets

Dynamic Assets

Configures dynamic Google Fonts imports (Arabic & Latin) and generates CSS variables with optical line-heights


🌍 Arabic Typography & RTL/LTR Logical Properties

mcp-ink-design includes first-class engineering for Arabic and bilingual web apps:

  • Modern CSS Logical Properties: Automatically enforces margin-inline, padding-inline, inset-inline, and text-align: start instead of hardcoded physical directions.

  • Arabic Optical Compensation: Line-heights for Arabic glyphs are adjusted to 1.75 - 1.85 for body text to avoid diacritic and ascender clipping.

  • Curated Arabic Font Stacks: IBM Plex Sans Arabic, Cairo, Tajawal, Readex Pro, and Amiri.

  • Bidi Isolation: Automated <bdi> wrapping and unicode-bidi: isolate prevent punctuation jumping in mixed-language code snippets.


πŸ“Έ Multi-Viewport Capture (16:9, 9:16, Mobile)

After modifying any layout, ink_capture_viewport captures:

  1. 16:9 Landscape (1600x900 / 1920x1080): Desktop container validation.

  2. 9:16 Tall Story (540x960 / 1080x1920): Vertical social and mobile story view.

  3. Standard Mobile (390x844): Responsive mobile layout check, ensuring zero horizontal scrollbar leaks.

πŸ“– MCP Resources (resources/list)

  • ink://master/philosophy: The complete text of INK_MASTER.md constitution and tool execution pipeline.

  • ink://tokens/design-presets: Curated OKLCH presets (editorial, luxury-dark, cyber-tactile, neo-brutalist, organic-modern).

  • ink://security/owasp-frontend: Client-side OWASP security checklist and guidelines.


πŸ’¬ MCP Prompts (prompts/list)

  • ink_creative_direction: Guided session to establish project aesthetics, color tokens, and layout before writing code.

  • ink_anti_slop_audit: Guided workflow to inspect any existing code, compute craft scores, and remediate slop.


πŸš€ Installation & Client Setup

1. Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "ink-design": {
      "command": "npx",
      "args": ["-y", "mcp-ink-design"]
    }
  }
}

Or when developing locally:

{
  "mcpServers": {
    "ink-design": {
      "command": "node",
      "args": ["c:/Users/DKurdistan/Desktop/mcp-ink-design/dist/index.js"],
      "env": {
        "INK_PYTHON_PATH": "python"
      }
    }
  }
}

2. Antigravity IDE / Cursor / Windsurf

Add to your workspace .agents/mcp_config.json or global config:

{
  "mcpServers": {
    "ink-design": {
      "command": "node",
      "args": ["c:/Users/DKurdistan/Desktop/mcp-ink-design/dist/index.js"]
    }
  }
}

🐍 Python Verification Suite (python/ink_verifier)

The server includes a dedicated Python testing and verification engine that runs independently or via ink_python_test_runner:

# Run python unit tests
python -m unittest discover -s python/test

# Test contrast ratio directly via CLI
echo '{"foreground": "#ffffff", "background": "#0b0f19"}' | python -m python.ink_verifier.cli --action contrast --stdin

# Test security linter
echo '{"code": "element.innerHTML = userVal;"}' | python -m python.ink_verifier.cli --action security --stdin

πŸ§ͺ Development & Quality Gates

# Typecheck
npm run typecheck

# Run Vitest test suite (unit, contract, integration)
npm test

# Build distribution bundle
npm run build

# Inspect package tarball
npm pack --dry-run

πŸ“œ License

MIT License β€” Created by MarwanDevMCP.

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