codebase-mcp

Open-source AI development assistant via Model Context Protocol (MCP). Turn Claude or any LLM into your personal coding assistant. Privacy-first with local semantic search, AI-assisted editing, persistent memory, and quality-checked code generation. Built for Python & React. Free alternative to paid AI coding tools. Maintained by danyQe on GitHub, where it has earned 48 stars from the community.

It's actively developed around ai-coding-assistant, claude, claude-desktop, and is a solid reference for anyone building with these tools.