"Enhancing Claude-based Code Generation" matching MCP connectors:

Rule-based site audits: accessibility, SEO, security headers, performance. Metered per call.

Agentic code review, no signup to try: reality gates + frontier-model review, with veto.

Runs your code against a contract; returns HELD or BROKE at the exact input. Deterministic.

Machine-readable taxonomy of 100+ AI system failure modes spanning factuality, alignment, planning, code generation, and instruction following.

Pre-commit code quality guardian. Detects semantic drift in AI-generated code.

MCP server for static security analysis of Android source code

295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search

Check if ChatGPT, Claude and Perplexity can reach, read and quote a website.

Validates AI-generated Python: syntax, lint, security scan and deterministic repair.

3rd Generation Testing (3TG) — generate deterministic test suites from Markdown spec tables via MCP.

AI dev tools + image generation, paid per-use with USDC on Base (x402).

## Skill Catalog The library contains 42 public skills organized by Rails development concern. | Category | Examples | |----------|----------| | Planning | `create-prd`, `generate-tasks`, `plan-tickets` | | Testing | `plan-tests`, `write-tests`, `test-service`, `triage-bug` | | Code quality | `code-review`, `respond-to-review`, `security-check`, `refactor-code` | | Architecture and DDD | `define-domain-language`, `review-domain-boundaries`, `model-domain`, `review-architecture` | | Rails imple

AI-native mock API server with MCP. Create REST/SOAP mocks from Claude, Cursor, or Windsurf.

Validates AI infra code on real VMs. Self-corrects until it works. No containers, no sandboxes.

Generates unit tests for Python code with coverage before/after reports and concrete edge cases.

Browser-based QA for AI-built software. Test pages with real browsers via agents.

Zenable cleans up sloppy AI code and prevents vulnerabilities with deterministic guardrails

Drive OctoPerf load testing from any AI agent: import, edit, validate, run scenarios, read metrics.