AIcodesfast.
ViberQC keeps it clean.
8-dimension quality scan + AI fix prompts for your IDE. Built for the 30M devs who code with AI.
Code Graph + Blast Radius · 5 languages (TS/JS/Py/PHP/Go) · 1-minute install.
npx @viberqc/mcp-serverWorks instantly with Cursor, Claude Code, VS Code, Windsurf, and 11 more editors
or scan a URL — free, no signup
1.7x
More bugs in AI code
2.74x
More security issues
63%
Vibe coders are non-devs
8
Quality dimensions scanned
Works in 15 AI Editors
Reach 100M+ developers worldwide · One-time MCP install — works with Cursor, Claude Code, VS Code, Antigravity, Gemini, and 10 more.
Cursor
AI-first code editor
Claude Code
Anthropic CLI
VS Code
+ Copilot / MCP
Windsurf
Codeium AI IDE
Lovable
AI app builder
Bolt.new
StackBlitz AI
JetBrains
IntelliJ / WebStorm
ChatGPT
Desktop app
Antigravity
Google AI IDE
Claude Desktop
Anthropic native
Gemini
Google Code Assist
Amazon Q
AWS Developer
Cline
VS Code extension
Continue
Open source AI
Cody
Sourcegraph
Install MCP
npx @viberqc/mcp-serverAsk AI to scan
"Run a QA scan on this project"See results
Score: 72/100 (Grade C)AI fixes it
"Fix the security issue for me"Full 15 AI Editor compatibility table
Every row works in production · green check = ready to use · click Setup for the install guide
| # | AI Editor | User Base | Config Path | Status | Setup |
|---|---|---|---|---|---|
| 1 | CCursor | 1M+ paying users | .cursor/mcp.json | Stable | Setup |
| 2 | CClaude Code | 500K+ devs | .mcp.json | Stable | Setup |
| 3 | VVS Code + Copilot | 70M VS Code · 1.8M Copilot | settings.json | Compatible | Setup |
| 4 | WWindsurf | 1.5M users | ~/.codeium/windsurf/mcp_config.json | Stable | Setup |
| 5 | LLovable | 1M+ users | MCP settings | Experimental | Setup |
| 6 | BBolt.new | 4M projects/mo | MCP settings | Experimental | Setup |
| 7 | JJetBrains | 18M devs | MCP plugin | Stable | Setup |
| 8 | CChatGPT Desktop | 800M weekly | MCP settings | Experimental | Setup |
| 9 | AAntigravity | Google · growing | ~/.antigravity/mcp.json | Experimental | Setup |
| 10 | CClaude Desktop | 30M monthly | claude_desktop_config.json | Stable | Setup |
| 11 | GGemini Code Assist | 5M+ devs | ~/.gemini/mcp.json | Compatible | Setup |
| 12 | AAmazon Q Developer | 1M+ AWS devs | ~/.aws/amazonq/mcp.json | Stable | Setup |
| 13 | CCline | 1.5M installs | Cline marketplace | Stable | Setup |
| 14 | CContinue.dev | 500K+ devs | ~/.continue/config.json | Stable | Setup |
| 15 | CCody (Sourcegraph) | 2M+ enterprise | Cody MCP settings | Experimental | Setup |
Reach 100M+ developers worldwide · spans Google · Amazon · Microsoft · JetBrains · Anthropic ecosystems
Install → Scan → Fix — all inside your IDE
No browser, no CI/CD setup — scan and fix straight from the editor.
Install MCP Server
One-line install
Add one line to the config of Cursor, Claude Code, VS Code, or any supported editor. Takes under a minute.
npx @viberqc/mcp-serverAsk AI to Scan
Natural language
Just type a natural prompt. The AI calls ViberQC and scans all 8 quality dimensions automatically.
"Run a QA scan on this project"AI Fixes Issues
Apply + re-scan
See the issues, ask the AI to fix. ViberQC writes the fix, backs up the file, applies, then re-scans to verify the score went up.
"Fix the security issue" → Score +17 ⬆️Every dimension covered — competitors do 1-3
ViberQC scans 8 dimensions in one pass — no other platform covers them all.
Security
OWASP Top 10
- •Hardcoded secrets (API keys, passwords)
- •SQL injection & XSS patterns
- •Dependency vulnerabilities (npm audit)
- +2 more checks
Skip this → data breach, hacks, $4.88M average loss per incident
Performance
Core Web Vitals
- •Image optimization (next/image, lazy loading)
- •Bundle size analysis
- •Caching strategy
- +2 more checks
Skip this → slow site, LCP > 4s, users bounce
Accessibility
WCAG 2.2 AA
- •WCAG 2.1 AA compliance
- •Alt text on images
- •ARIA attributes
- +2 more checks
Skip this → unusable for disabled users, ADA/EU compliance fines
Code Quality
Maintainability
- •Console.log in production
- •TypeScript strict mode
- •ESLint configuration
- +2 more checks
Skip this → tech debt piles up, bugs hard to fix, rewrite cost
SEO
Discoverability
- •Meta tags (title, description, OG)
- •Sitemap & robots.txt
- •Semantic HTML structure
- +2 more checks
Skip this → Google ranks you low, customers cannot find you
Best Practices
Production-ready
- •Error handling (try/catch, error boundaries)
- •Environment variables management
- •Test files existence
- +2 more checks
Skip this → no process, deploys break, no rollback plan
Structure
Project hygiene
- •Project organization (src/, components/)
- •Config files (tsconfig, eslint)
- •Git hooks & commit conventions
- +2 more checks
Skip this → messy project, slow onboarding, slow builds
Not just scores. AI writes the fix code.
Don't just see the issue — the AI analyzes it and writes ready-to-paste fix code.
Copy, paste, deploy. Done.
Missing Content-Security-Policy Header
Your website has no CSP header, leaving it vulnerable to XSS attacks.
// next.config.ts
const nextConfig = {
async headers() {
return [
{
source: '/(.*)',
headers: [
{
key: 'Content-Security-Policy',
value: "default-src 'self'; script-src 'self' 'unsafe-inline'; style-src 'self' 'unsafe-inline'; img-src 'self' data: https:;",
},
],
},
];
},
};
export default nextConfig;What ViberQC delivers
Why vibe coders need ViberQC
Real research data — AI codes 10x faster but ships 2-3x worse quality.
1.7x
More bugs in AI code than human code
Stack Overflow
2.74x
Higher security issue rate in AI PRs
CodeRabbit (470 PRs)
63%
Vibe coders are non-developers
Collins / Karpathy
45%
AI-coded apps with OWASP vulnerabilities
Kaspersky
ViberQC vs the competition
Competitors cover 1-3 dimensions. ViberQC covers all 8 dimensions + AI Fix + MCP
| Feature | ViberQC | SonarQube | CodeRabbit | Codacy |
|---|---|---|---|---|
| Target Users | Vibe Coders + Dev Teams | Dev Teams | Dev Teams | Dev Teams |
| Scan Dimensions | 8 | 1-2 | 1 (PR review) | 2-3 |
| MCP Server (IDE) | ||||
| AI Editors Supported | 15 | 0 | 0 | 1-2 |
| AI Fix in IDE | ||||
| Security Scan | ||||
| Performance Scan | ||||
| Accessibility Scan | ||||
| SEO Scan | ||||
| 377 Checklist Items | ||||
| Quality Certificate | ||||
| Multi-language UI (EN / TH) | ||||
| Starter Price | $19/mo | Free-$$$ | $12/mo | $15/mo |
Simple, Transparent Pricing
Start free. Upgrade when you need more.
15 AI editors
Stable, compatible, and experimental tiers are labeled clearly.
Code Graph included
Blast radius, dead code, route map, and circular dependency tools.
Local-first MCP
Source code stays local unless dashboard sync is enabled.
What counts as a scan?
One scan means one time you ask ViberQC to inspect a website URL or local code project. Re-scanning after fixes counts as another scan.
What counts as an AI Fix?
One AI Fix means AI helps resolve one issue found by a scan. You can use your own AI editor with a ViberQC prompt, or use ViberQC-hosted models with credits.
What is a project?
A project is one website, app, repo, or client workspace you want to track over time. Large sites may use page limits per scan; Enterprise can set custom crawl limits.
AI model choice
You can work in two modes: use your own AI inside Cursor, Claude Code, VS Code, or another editor by copying ViberQC's fix prompt, or let ViberQC call hosted models such as Gemini Flash, GPT-4o, Claude Sonnet, Grok, or Claude Opus. Higher-cost models may use more credits per fix.
Your competitors are already inspecting.
Are you?
Start your quality inspection now. Free, no login, no credit card.