Code Assistant

Code Assistant is a Rust-based MCP server that enables AI assistants to explore, understand, and modify codebases through a rich set of tools. Built by stippi, it provides autonomous code exploration, file reading/writing capabilities, working memory management, and file summarization features. The implementation supports multiple LLM providers (Anthropic, OpenAI, Ollama, Vertex) and can run either as an interactive agent or as an MCP server that integrates seamlessly with Claude Desktop. It's particularly valuable for developers who need AI assistance with code analysis, refactoring, or understanding unfamiliar codebases without leaving their conversation interface.