Fast-MCP provides a Ruby-native implementation of the Model Context Protocol, enabling AI models to call Ruby functions as tools, access application resources, and exchange data through multiple transports (STDIO, HTTP, SSE). It includes argument validation via Dry-Schema and integrates with Ruby frameworks to serve as an MCP server endpoint for AI agents and assistants.