neuria-mcp-server 1.0.0

Emotion-driven design intelligence for AI coding tools

NEURIA — Emotion-Driven Design Intelligence for AI Coding Tools

NEURIA is an MCP (Model Context Protocol) server that gives AI assistants like Claude, Cursor, and Windsurf a sense of design taste. Instead of relying on generic Tailwind defaults or hardcoded color palettes, AI agents query NEURIA for emotion-aligned design tokens — colors, typography, spacing, animations — all backed by real-world data from 300+ award-winning websites.

"Design is not just what it looks like. Design is how it feels." — Steve Jobs

NEURIA quantifies that feeling into actionable design tokens.

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What is NEURIA?

NEURIA maps 6 core emotions to complete design systems:

Emotion	Vibe	Example Brands
Trust	Stable, reliable, professional	Linear, Stripe, Notion
Excitement	Bold, energetic, dynamic	Vercel, Arc, Framer
Calm	Serene, minimal, breathable	Headspace, Muji, Apple
Luxury	Premium, refined, exclusive	Porsche, Rolex, Aesop
Innovation	Futuristic, cutting-edge, smart	OpenAI, Tesla, Figma
Energy	Vibrant, playful, high-tempo	Spotify, Discord, Duolingo

Each emotion includes color palettes, typography settings, spacing scales, border radii, shadow styles, and animation parameters — all derived from statistical analysis of real CSS extracted from 300+ top websites.

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Quick Start

1. Add to your MCP config

Add to your .mcp.json (Claude Code) or IDE MCP settings:

{
  "mcpServers": {
    "neuria": {
      "type": "sse",
      "url": "https://api.neuria.tech/mcp"
    }
  }
}

That's it. No API key needed for core tools.

2. Local Development (Optional)

git clone https://github.com/kosukeuemura0220-del/neuria-agent.git
cd neuria-agent
pip install -r requirements.txt
cp .env.example .env
# Fill in API keys for advanced tools (see .env.example)
python3 mcp-servers/neuria/server.py

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10 MCP Tools

Core Tools (No API Key Required)

#	Tool	Description	Input
1	get_emotion_tokens	Get CSS custom properties for an emotion	emotion, category
2	search_similar_designs	Find similar designs via pgvector cosine similarity	query, mood, component_type
3	get_color_palette	Get a 5-color palette + Color API scheme	emotion, industry
4	get_typography	Get font settings for emotion × use case	emotion, use_case
5	score_html	Score HTML against NEURIA design standards	html_content, target_emotion, url
8	get_animation_tokens	Get GSAP / CSS / Spring animation parameters	emotion, context

Advanced Tools (API Keys Required)

#	Tool	Description	Required Keys
6	generate_hero_image	AI-generated emotion-matched hero image	3D AI Studio
7	analyze_reference_url	Extract design tokens from any URL (W3C DTCG format)	FIRECRAWL_API_KEY
9	analyze_visual_design	Dual-analysis: screenshot colors + CSS analysis	SCREENSHOTONE_API_KEY, IMAGGA_API_KEY
10	analyze_brand_voice	Text emotion analysis via Hume AI	HUME_API_KEY

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Example Usage

1. Generate a Landing Page with Emotion Tokens

User: "Analyze linear.app and create a SaaS landing page with the same design feel"

→ NEURIA calls: analyze_reference_url("https://linear.app")
  Returns: dominant_emotion="innovation", W3C DTCG design tokens, emotion_scores

→ NEURIA calls: get_emotion_tokens("innovation")
  Returns: CSS variables (--neuria-bg, --neuria-accent, --neuria-font-*, etc.)

→ NEURIA calls: get_animation_tokens("innovation", "page_load")
  Returns: GSAP ease, CSS cubic-bezier, Spring physics params

→ Claude generates HTML using NEURIA tokens (no hardcoded colors)
→ NEURIA calls: score_html(generated_html, "innovation")
  Returns: composite_score=87/100 ✅

2. Quick Color Palette for Fintech

User: "I need a trustworthy color palette for a fintech app"

→ get_color_palette("trust", industry="fintech")
  Returns:
  {
    "background": "#0B1120",
    "surface": "#131D36",
    "accent": "#2E7DFF",
    "text_primary": "#E8ECF4",
    "text_secondary": "#7A8BAB",
    "color_scheme": [...5 harmonious colors from The Color API]
  }

3. Brand Voice Analysis

User: "What emotion does Apple's copy convey?"

→ analyze_brand_voice(url="https://apple.com")
  Returns:
  {
    "dominant_emotion": "innovation",
    "neuria_emotions": {
      "innovation": 0.31,
      "luxury": 0.24,
      "calm": 0.19,
      ...
    }
  }

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Architecture

┌──────────────────────────────────────────────┐
│              AI Coding Tool                   │
│     (Claude Code / Cursor / Windsurf)         │
└──────────────┬───────────────────────────────┘
               │ MCP Protocol (stdio / SSE)
               ▼
┌──────────────────────────────────────────────┐
│            NEURIA MCP Server                  │
│                                               │
│  ┌─────────┐ ┌──────────┐ ┌──────────────┐  │
│  │ Emotion  │ │ Supabase │ │  External    │  │
│  │ Token DB │ │ pgvector │ │  APIs        │  │
│  │ (6×CSS)  │ │ (300+    │ │              │  │
│  │          │ │  sites)  │ │ • Firecrawl  │  │
│  └─────────┘ └──────────┘ │ • Color API  │  │
│                            │ • ScreenShot │  │
│  ┌─────────────────────┐  │ • Imagga     │  │
│  │ Animation Tokens    │  │ • Hume AI    │  │
│  │ (6 emotions ×       │  │ • WAVE       │  │
│  │  4 contexts)        │  │ • 3D AI      │  │
│  └─────────────────────┘  └──────────────┘  │
└──────────────────────────────────────────────┘

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Scoring System

score_html evaluates generated HTML across 4 dimensions:

Dimension	Weight	What it Measures
Aesthetic	35%	Visual harmony, whitespace, color usage
Emotion	35%	Alignment with target emotion tokens
Technical	15%	Clean markup, performance, responsive
Accessibility	15%	WCAG 2.1 AA (lang, alt, contrast, headings)

Target: 85+ / 100 for production-quality output.

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Environment Variables

Create a .env file at the project root (see .env.example):

# Required for core functionality
SUPABASE_URL=your_supabase_url
SUPABASE_KEY=your_supabase_anon_key
NEURIA_API_BASE=your_api_base_url

# Required for analyze_reference_url
FIRECRAWL_API_KEY=your_firecrawl_key

# Required for generate_hero_image
THREE_D_AI_STUDIO_KEY=your_3d_ai_key

# Required for analyze_visual_design
SCREENSHOTONE_API_KEY=your_key
IMAGGA_API_KEY=your_key
IMAGGA_API_SECRET=your_secret

# Required for analyze_brand_voice
HUME_API_KEY=your_hume_key

# Optional — WAVE accessibility API
WAVE_API_KEY=your_wave_key

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Pricing

Coming soon

Plan	Price	Requests
Free	$0/mo	5 req/day
Indie	$19/mo	500 req/mo
Pro	$49/mo	2,000 req/mo
Team	$149/mo	10,000 req/mo
Enterprise	Custom	Unlimited

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Links

• Website: https://neuria.tech
• MCP Endpoint: https://api.neuria.tech/mcp
• API Docs: https://api.neuria.tech/docs
• GitHub: https://github.com/kosukeuemura0220-del/neuria-agent

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License

MIT License — see LICENSE for details.

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NEURIA — Because AI-generated UI shouldn't look like AI-generated UI.