agents-sdk（Agent SDK 文档）

Cloudflare Agents SDK

STOP. Your knowledge of the Agents SDK may be outdated. Prefer retrieval over pre-training for any Agents SDK task.

Documentation

Fetch current docs from https://github.com/cloudflare/agents/tree/main/docs before implementing.

Cloudflare docs: https://developers.cloudflare.com/agents/

Capabilities

The Agents SDK provides:

• Persistent state - SQLite-backed, auto-synced to clients
• Callable RPC - @callable() methods invoked over WebSocket
• Scheduling - One-time, recurring (scheduleEvery), and cron tasks
• Workflows - Durable multi-step background processing via AgentWorkflow
• MCP integration - Connect to MCP servers or build your own with McpAgent
• Email handling - Receive and reply to emails with secure routing
• Streaming chat - AIChatAgent with resumable streams
• React hooks - useAgent, useAgentChat for client apps

FIRST: Verify Installation

npm ls agents  # Should show agents package

If not installed:

npm install agents

Wrangler Configuration

{
  "durable_objects": {
    "bindings": [{ "name": "MyAgent", "class_name": "MyAgent" }]
  },
  "migrations": [{ "tag": "v1", "new_sqlite_classes": ["MyAgent"] }]
}

Agent Class

import { Agent, routeAgentRequest, callable } from "agents";

type State = { count: number };

export class Counter extends Agent<Env, State> {
  initialState = { count: 0 };

  // Validation hook - runs before state persists (sync, throwing rejects the update)
  validateStateChange(nextState: State, source: Connection | "server") {
    if (nextState.count < 0) throw new Error("Count cannot be negative");
  }

  // Notification hook - runs after state persists (async, non-blocking)
  onStateUpdate(state: State, source: Connection | "server") {
    console.log("State updated:", state);
  }

  @callable()
  increment() {
    this.setState({ count: this.state.count + 1 });
    return this.state.count;
  }
}

export default {
  fetch: (req, env) => routeAgentRequest(req, env) ?? new Response("Not found", { status: 404 })
};

Routing

Requests route to /agents/{agent-name}/{instance-name}:

Client: useAgent({agent: "Counter", name: "user-123"})

Core APIs

React Client

import { useAgent } from "agents/react";

function App() {
  const [state, setLocalState] = useState({ count: 0 });

  const agent = useAgent({
    agent: "Counter",
    name: "my-instance",
    onStateUpdate: (newState) => setLocalState(newState),
    onIdentity: (name, agentType) => console.log(`Connected to ${name}`)
  });

  return (
    <button onClick={() => agent.setState({ count: state.count + 1 })}>
      Count: {state.count}
    </button>
  );
}

References

• references/workflows.md - Durable Workflows integration
• references/callable.md - RPC methods, streaming, timeouts
• references/state-scheduling.md - State persistence, scheduling
• references/streaming-chat.md - AIChatAgent, resumable streams
• references/mcp.md - MCP server integration
• references/email.md - Email routing and handling
• references/codemode.md - Code Mode (experimental)