Fuzzing

소개

The Fuzzing server offers powerful property-based testing and fuzzing capabilities specifically designed for Model Context Protocol (MCP) servers and AI assistants. It automates the discovery of elusive edge cases and bugs in Python functions by intelligently generating diverse inputs, then shrinking failures to their minimal forms for easier debugging. With features like automatic test case generation, type signature inference, and a secure sandboxed execution environment, it revolutionizes how developers and AI assistants ensure the robustness, correctness, and security of their Python code.

주요 기능

• Intelligent `shrink_input` to reduce complex failing cases to minimal counterexamples.
• Secure sandboxed execution environment with resource limits and module blocking via `asteval.Interpreter`.
• Rich input generation strategies supporting basic, collection, and advanced Python types.
• Property-based testing with `fuzz_function` for automated test case generation and bug discovery.
• Automatic type signature inference for intelligent input strategy selection.
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사용 사례

• Automated bug discovery and edge case identification in Python functions.
• Proving properties hold across entire input domains for mathematical or logic functions.
• Integrating property-based testing directly into AI assistant workflows for interactive bug hunting and property validation.