The Moatless server implements the Model Context Protocol (MCP), an open standard designed to create secure, controlled connections between AI applications and external data sources or tools. This powerful server acts as an intermediary, allowing AI systems to access real-time codebases, execute sophisticated code operations and workflows, and integrate with various developer tools. It provides a robust framework for AI to understand, analyze, and modify code, leveraging advanced features like semantic search based on vector embeddings and deep code structure analysis via Tree-sitter.