Gemini provides an MCP server for integrating with Google's Gemini API, offering a self-contained, dependency-free binary written in Go. It dynamically accesses the latest Gemini models, features advanced context handling with TTL-controlled caching, and offers seamless file integration with intelligent MIME detection. With robust error handling, automatic retries, and support for code analysis, general queries, and search with grounding, it ensures production reliability for your LLM workflows.