Frontend Tools

Let your agent interact with and update your application's UI.

What is this?

Frontend tools let your agent define and invoke client-side functions — logic that runs entirely in the user's browser. Because the handler executes in the frontend, it has direct access to component state, browser APIs, and any third-party UI library the page already uses. That's how an agent can "reach into" the app: update React state, trigger animations, read localStorage, pop a toast, or steer the user's view.

This page covers the "agent drives the UI" shape of frontend tools. (The same primitive also powers Generative UI and Human-in-the-loop — see those pages for interaction patterns.)

Live Demo: LangGraph (Python)frontend-toolsOpen full demo →

When should I use this?

Use frontend tools when your agent needs to:

  • Read or modify React component state
  • Access browser APIs like localStorage, sessionStorage, or cookies
  • Trigger UI updates, animations, or transitions
  • Show alerts, toasts, or notifications
  • Interact with third-party frontend libraries
  • Perform anything that requires the user's immediate browser context

How it works in code

Register a frontend tool with useFrontendTool. Give it a name, a Zod schema for parameters, and a handler — the agent can then call it like any other tool and your frontend runs it in the browser.

frontend/src/app/page.tsx — useFrontendTool
L25–41
  useFrontendTool({
    name: "change_background",
    description:
      "Change the background color of the chat. Accepts any valid CSS background value — colors, linear or radial gradients, etc.",
    parameters: z.object({
      background: z
        .string()
        .describe("The CSS background value. Prefer gradients."),
    }),
    handler: async ({ background }: { background: string }) => {
      setBackground(background);
      return {
        status: "success",
        message: `Background changed to ${background}`,
      };
    },
  });

The handler receives the parsed, type-safe parameters and can do anything the browser can: update state, call an API, touch the DOM. Its return value is sent back to the agent as the tool result so the model can reason about what happened.

frontend/src/app/page.tsx — handler body
L34–40
    handler: async ({ background }: { background: string }) => {
      setBackground(background);
      return {
        status: "success",
        message: `Background changed to ${background}`,
      };
    },

Get started by choosing your AI backend

See Integrations for all available frameworks (frontend-tools).