Agno also stopped funneling everything through one `run_agent` dispatcher.

MCPConfig.tools now accepts Agent, Team and Workflow instances plus Toolkit objects, exposing each as its own named MCP tool. You call chief, not run_agent(agent_id="chief"). Toolkits publish one MCP tool per registered method, narrowed by the toolkit's own enable/include/exclude settings, and ToolResult values render as MCP content blocks including resource_link for URL-only artifacts. Exposed components default to readOnlyHint False, destructiveHint True, openWorldHint True. (GitHub) Named tools give the model a much better selection signal than a dispatcher with a string argument.