Code Quality Scanner

What is Code Quality Scanner?

Code Quality Scanner is a pay-per-use MCP server that detects vibe-code anti-patterns in AI agent code before production deployment. It uses AST-powered analysis for Python, JavaScript, and LLM prompts. It is part of the 402Found fleet of 18 micro‑utilities, designed for AI agent developers who need to ensure code quality without subscriptions or API keys.

How to use Code Quality Scanner?

Add it to your MCP client configuration as a streamable-http server pointing to https://code-quality-scanner.402found.dev/mcp. No sign‑up is required; each scan costs $0.05, paid via the x402 micropayment protocol, which is handled automatically by compatible agent frameworks.

Key features of Code Quality Scanner

• AST‑powered analysis for Python, JavaScript, and LLM prompts
• Detects vibe‑code anti‑patterns before production deployment
• Pay‑per‑use pricing at $0.05 per scan
• No subscription, no API keys, no session state
• Streamable‑HTTP transport for any MCP‑compatible client
• Live production endpoint with x402 payment enforcement

Use cases of Code Quality Scanner

• Scanning AI‑generated code for anti‑patterns before merging
• Verifying LLM‑produced scripts in agent pipelines
• Enforcing code quality gates in autonomous CI/CD workflows
• Catching unreliable patterns in multi‑agent code generation

FAQ from Code Quality Scanner

What kind of anti‑patterns does Code Quality Scanner detect?

It detects vibe‑code anti‑patterns—common unreliable patterns in AI‑generated code—using AST analysis.

Which languages and code types are supported?

Python, JavaScript, and LLM prompts (prompts embedded in code) are supported.

How much does each scan cost?

Each scan costs $0.05, paid via the x402 micropayment protocol. No monthly fees or subscriptions.

Do I need to sign up or manage API keys?

No. The server is stateless and requires no sign‑up, API keys, or credential rotation. Payments are handled transparently by x402.

How do I connect to Code Quality Scanner?

Use streamable-http transport in any MCP client with the endpoint https://code-quality-scanner.402found.dev/mcp. Requests without a valid x402 payment header receive an HTTP 402 response.