Universal Test Framework

Universal Test Framework (UTF) is an MCP server and contract enforcement engine designed specifically for contract-driven test enforcement and structured reporting of LLM-generated code tests. It integrates with various AI code assistants (such as Copilot, Claude, Cursor, Gemini) and supports VS Code, Copilot CLI, and Python SDK. UTF enforces a comprehensive 8-section contract for every test, maintaining a persistent, per-project audit trail and producing detailed compliance and coverage reports. The tool supports multiple programming languages, integrates cleanly with CI/CD pipelines, and provides a variety of install methods for flexibility across developer environments.