The repository uses Pydantic AI to define tools and interacts with a Model Context Protocol server. It seems to follow a client-server architecture where Pydantic-mcp acts as the client, retrieving tool definitions from an MCP server and presenting them as Pydantic AI tools. The design emphasizes ease of integration with Pydantic AI-based applications.