A

agents-sdk

by @cloudflarev1.0.0
0.0(0)

Build stateful AI agents with scheduling, RPC, and MCP servers

AI AgentsSDK DevelopmentStateful ServicesRPC (Remote Procedure Call)Cloud InfrastructureGitHub
安装方式
npx skills add cloudflare/skills --skill agents-sdk
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name: agents-sdk description: Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat applications. Covers Agent class, state management, callable RPC, Workflows integration, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.

Cloudflare Agents SDK

Your knowledge of the Agents SDK may be outdated.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

Retrieval Sources

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

| Topic | Doc | Use for | |-------|-----|---------| | Getting started | docs/getting-started.md | First agent, project setup | | State | docs/state.md | setState, validateStateChange, persistence | | Routing | docs/routing.md | URL patterns, routeAgentRequest, basePath | | Callable methods | docs/callable-methods.md | @callable, RPC, streaming, timeouts | | Scheduling | docs/scheduling.md | schedule(), scheduleEvery(), cron | | Workflows | docs/workflows.md | AgentWorkflow, durable multi-step tasks | | HTTP/WebSockets | docs/http-websockets.md | Lifecycle hooks, hibernation | | Email | docs/email.md | Email routing, secure reply resolver | | MCP client | docs/mcp-client.md | Connecting to MCP servers | | MCP server | docs/mcp-servers.md | Building MCP servers with McpAgent | | Client SDK | docs/client-sdk.md | useAgent, useAgentChat, React hooks | | Human-in-the-loop | docs/human-in-the-loop.md | Approval flows, pausing workflows | | Resumable streaming | docs/resumable-streaming.md | Stream recovery on disconnect |

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}:

| Class | URL | |-------|-----| | Counter | /agents/counter/user-123 | | ChatRoom | /agents/chat-room/lobby |

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

Core APIs

| Task | API | |------|-----| | Read state | this.state.count | | Write state | this.setState({ count: 1 }) | | SQL query | this.sql`SELECT * FROM users WHERE id = ${id}` | | Schedule (delay) | await this.schedule(60, "task", payload) | | Schedule (cron) | await this.schedule("0 * * * *", "task", payload) | | Schedule (interval) | await this.scheduleEvery(30, "poll") | | RPC method | @callable() myMethod() { ... } | | Streaming RPC | @callable({ streaming: true }) stream(res) { ... } | | Start workflow | await this.runWorkflow("ProcessingWorkflow", params) |

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>
  );
}

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安装量1.7K
评分0.0 / 5.0
版本1.0.0
更新日期2026年3月16日
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创建2026年3月16日
最后更新2026年3月16日