> cat /dev/github | grep security-tools
discovered 03 Aug 2026

serena

via awesome-list
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Serena is an advanced IDE designed specifically for AI coding agents, providing semantic code retrieval, editing, refactoring, and debugging tools that enhance performance in complex codebases. Its architecture leverages high-level abstractions and integrates seamlessly with any client or large language model (LLM) through the model context protocol (MCP), optimizing operations for efficiency and reliability. Notable features include cross-file renaming, reference lookups, and the ability to transform intricate coding tasks into simplified, atomic calls.