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VerbalCodeAI is a free, open-source AI tool that simplifies codebase navigation in your terminal, using Python 3.11.6 and Ollama. It indexes projects locally and quickly answers questions like “Where’s this function?”, saving developers time on debugging and onboarding.
"Review Ducktective" is an automated code review platform based on an LLM: it takes a diff as input and outputs structured findings with severity levels, linked to specific lines of code, plus RAG navigation through the codebase and a chat with an agent. It also works completely offline (code subject to an NDA must not leave the machine).
Token-efficient codebase maps for AI IDEs. Parses Python, TypeScript & more with tree-sitter, builds a ranked dependency graph, and exposes it via MCP to Cursor, VS Code, and Claude Desktop.