Cwv Speed Engine

Live Demo CI Matrix UI MCP Ready

CWV Speed Studio (cwv-speed-engine) is an enterprise-grade Core Web Vitals auditing, automated speed transformation, PWA generation, and AI Agent MCP hub designed to help modern web applications achieve and maintain a perfect 100/100 Core Web Vitals score (LCP < 1.2s, CLS 0, INP < 50ms). Runs 100% in-browser on client silicon with zero backend dependencies.

• 🌐 Live Web App: https://cwv-speed-studio.netlify.app/
• ⚡ Attribution: Engineered by 1nc0gn30 • NullAI Platform.

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🌟 Key Capabilities

• 🎨 CWV Speed Studio Web UI: Full-featured, offline-ready web UI (design influenced by Material 3) with animated Speed Gauge Dial, metric cards, and 8 interactive studios.
• ⚡ Deterministic Core Web Vitals Auditor: In-depth standards-based analysis for LCP, CLS, INP, FCP, and TTFB with actionable remediation advice.
• 🛠️ Automated HTML Speed Transformer: Automated AST rewrites that inject explicit image dimensions, native lazy loading, font preconnects, script deferrals, and hero preload priority tags.
• 📱 PWA & Service Worker Studio: Interactive builder for W3C web manifests and tiered Service Worker caching strategies (stale-while-revalidate, cache-first, network-first).
• 🖼️ OpenGraph & Social Previewer: Live mockups for Google Search SERP, Twitter Cards, and LinkedIn snippets with 1-click meta tag copying.
• ⚖️ Performance Diff Comparator: Measure before vs after speed gains, metric deltas, and resolved audit findings.
• 🚀 Cache-Control & Headers Exporter: Instant production configs for Netlify, Vercel, Nginx, Cloudflare, Apache, and Next.js.
• 📊 Performance Budget & Network Latency Simulator: Enforce strict asset weight ceilings (Scripts, Styles, Fonts, Images), simulate real-world mobile 3G/4G/5G latency, calculate INP main-thread execution risks, and export standard Lighthouse budget.json for CI pipelines.
• 🤖 AI Agent & MCP Hub: Zero-dependency Model Context Protocol (MCP) server supporting Claude Desktop, Cursor, Cline, and Zed.
• 🚦 CI/CD Quality Gate: Reusable GitHub Actions workflow to block PRs regressing speed scores.
• 📦 Zero Mandatory Dependencies: Core engine and web server run purely on the Python standard library.

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🚀 Quick Start

Installation

# Clone the repository
git clone https://github.com/NullAITech/cwv-speed-engine.git
cd cwv-speed-engine

# Install in editable mode
pip install -e .

Launch CWV Speed Studio Web UI

python -m cwv_speed_engine.ui_server --port 8448 --open

Open your browser to http://localhost:8448 to access the interactive studio.

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💻 CLI Commands Cheatsheet

# 1. Audit a live URL
cwv-speed audit https://example.com --device mobile

# 2. Audit raw HTML markup
cwv-speed audit --html "<!DOCTYPE html>..."

# 3. Automatically transform HTML for maximum speed
cwv-speed optimize unoptimized.html -o index.html

# 4. Generate Progressive Web App Suite
cwv-speed pwa --name "My Speed App" --strategy stale-while-revalidate

# 5. Export Production Cache Headers
cwv-speed cache --platform netlify -o _headers

# 6. Audit Performance Budget & Multi-Network Latency
cwv-speed budget index.html --script-budget 150 --total-budget 500

# 7. Export Standard Lighthouse budget.json
cwv-speed budget index.html --lighthouse > budget.json

# 8. Run CI Gate on Pull Requests
cwv-speed ci-gate https://staging.example.com --min-score 90 --max-cls 0.05

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🤖 AI Agent MCP Integration (Claude & Cursor)

cwv-speed-engine runs natively as an MCP server over stdio.

Claude Desktop Setup

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "cwv-speed-engine": {
      "command": "python3",
      "args": ["-m", "cwv_speed_engine.mcp_server"],
      "env": {
        "PYTHONPATH": "src"
      }
    }
  }
}

Cursor IDE Setup

Add to .cursor/mcp.json:

{
  "mcp": {
    "servers": {
      "cwv-speed-engine": {
        "command": "python3",
        "args": ["-m", "cwv_speed_engine.mcp_server"],
        "env": {
          "PYTHONPATH": "src"
        }
      }
    }
  }
}

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📂 Production Reference Examples

Explore production architecture blueprints in examples/:

• examples/nextjs-optimized/: Next.js 14/15 App Router image optimization, font self-hosting, Early Hints edge middleware.
• examples/astro-speed/: Astro zero-JS Island architecture, <SpeedHead /> component, sharp image processing.
• examples/pwa-manifest/: W3C PWA manifest, tiered sw.js caching, Material 3 offline page.
• examples/nginx-caching/: Nginx configuration for sub-50ms TTFB and 1-year immutable caching.
• examples/mcp-clients/: Ready-to-copy client configs for Claude, Cursor, Cline, and Zed.

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📚 Documentation

• Core Web Vitals Metric Guide (2024-2026 Standards)
• Model Context Protocol (MCP) Guide
• High-Performance Caching & HTTP Headers Guide

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🧪 Running Tests

PYTHONPATH=src pytest tests/ -v

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📄 License

Apache License 2.0. See LICENSE for details.

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Engineered with precision by 1nc0gn30 • NullAI Platform (nullai.tech)