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Cloudflare Agents SDK

Build, debug, or review Cloudflare Agents SDK applications using the agents package.

cloudflarecloudflare/agents-sdk★ 3k更新于 2026年10月1日

说明

Your knowledge of the Agents SDK may be outdated.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

Retrieval Sources

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

Topic Docs URL Use for
Getting started Quick start First agent, project setup
Adding to existing project Add to existing project Install into existing Workers app
Configuration Configuration wrangler.jsonc, bindings, assets, deployment
Agent class Agents API Agent lifecycle, patterns, pitfalls
State Store and sync state setState, validateStateChange, persistence
Routing Routing URL patterns, routeAgentRequest
Callable methods Callable methods @callable, RPC, streaming, timeouts
Scheduling Schedule tasks schedule(), scheduleEvery(), cron
Workflows Run workflows AgentWorkflow, durable multi-step tasks
HTTP/WebSockets WebSockets Lifecycle hooks, hibernation
Chat agents Chat agents AIChatAgent, streaming, tools, persistence
Client SDK Client SDK useAgent, AgentClient, state, RPC, HTTP
Client tools Client tools Client-side tools, autoContinueAfterToolResult
Server-driven messages Autonomous responses saveMessages, waitUntilStable, server-initiated turns
Resumable streaming Chat agents Stream recovery on disconnect
Email Email Email routing, secure reply resolver
MCP client MCP client Connecting to MCP servers
MCP server MCP server Building MCP servers with createMcpHandler
MCP transports MCP transports Streamable HTTP, SSE, RPC transport options
Securing MCP servers Securing MCP OAuth, proxy MCP, hardening
Human-in-the-loop Human-in-the-loop Workflow approvals, elicitation, timeout handling
Durable execution Durable execution runFiber(), stash(), surviving DO eviction
Queue Queue Built-in FIFO queue, queue()
Retries Retries this.retry(), backoff/jitter
Observability Observability Diagnostics-channel events
Push notifications Push notifications Web Push + VAPID from agents
Webhooks Webhooks Receiving external webhooks
Cross-domain auth Cross-domain auth WebSocket auth, tokens, CORS
Readonly connections Readonly shouldConnectionBeReadonly
Voice Voice Experimental STT/TTS, withVoice
Browse the web Browser tools Experimental CDP browser automation
Think Think Experimental higher-level chat agent class
Migrations AI SDK v5, AI SDK v6 Upgrading @cloudflare/ai-chat

Capabilities

The Agents SDK provides:

  • Persistent state — SQLite-backed, auto-synced to clients via setState
  • Callable RPC — @callable() methods invoked over WebSocket
  • Scheduling — One-time, recurring (scheduleEvery), and cron tasks
  • Workflows — Durable multi-step background processing via AgentWorkflow
  • Durable execution — runFiber() / stash() for work that survives DO eviction
  • Queue — Built-in FIFO queue with retries via queue()
  • Retries — this.retry() with exponential backoff and jitter
  • MCP integration — Connect to MCP servers or build your own with createMcpHandler
  • Email handling — Receive and reply to emails with secure routing
  • Streaming chat — AIChatAgent with resumable streams, message persistence, tools
  • Server-driven messages — saveMessages, waitUntilStable for proactive agent turns
  • React hooks — useAgent, useAgentChat for client apps
  • Observability — diagnostics_channel events for state, RPC, schedule, lifecycle
  • Push notifications — Web Push + VAPID delivery from agents
  • Webhooks — Receive and verify external webhooks
  • Voice (experimental) — STT/TTS via @cloudflare/voice
  • Browser tools (experimental) — CDP-powered browsing via agents/browser
  • Think (experimental) — Higher-level chat agent via @cloudflare/think

FIRST: Verify Installation

npm ls agents  # Should show agents package

If not installed:

npm install agents

For chat agents:

npm install agents @cloudflare/ai-chat ai @ai-sdk/react

Wrangler Configuration

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

Gotchas:

  • Do NOT enable experimentalDecorators in tsconfig (breaks @callable)
  • Never edit old migrations — always add new tags
  • Each agent class needs its own DO binding + migration entry
  • Add "ai": { "binding": "AI" } for Workers AI

Agent Class

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

type State = { count: number };

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

  validateStateChange(nextState: State, source: Connection | "server") {
    if (nextState.count < 0) throw new Error("Count cannot be negative");
  }

  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" })

Custom routing: use getAgentByName(env.MyAgent, "instance-id") then agent.fetch(request).

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)
Durable fiber await this.runFiber("name", async (ctx) => { ... })
Enqueue work this.queue("handler", payload)
Retry with backoff await this.retry(fn, { maxAttempts: 5 })
Broadcast to clients this.broadcast(message)
Get connections this.getConnections(tag?)

React Client

Read client-sdk.md for client selection and current connection examples. For chat UI and tools, also read streaming-chat.md.

References

Core

  • references/state-scheduling.md — State persistence, scheduling, SQL
  • references/callable.md — RPC methods, streaming, timeouts
  • references/routing.md — URL patterns, custom routing, getAgentByName
  • references/configuration.md — Wrangler config, bindings, Vite setup

Chat & Streaming

  • references/streaming-chat.md — AIChatAgent, resumable streams, tools
  • references/client-sdk.md — useAgent, useAgentChat, AgentClient
  • references/server-driven-messages.md — Trigger patterns, saveMessages
  • references/human-in-the-loop.md — Approval flows, needsApproval

Background Processing

  • references/workflows.md — Durable Workflows integration
  • references/durable-execution.md — runFiber, stash, surviving eviction
  • references/queue-retries.md — Built-in queue, retry with backoff

Integrations

  • references/mcp.md — MCP client and server, transports, securing
  • references/email.md — Email routing and handling
  • references/webhooks-push.md — Webhooks, push notifications
  • references/observability.md — Diagnostics-channel events

Experimental

  • references/think.md — @cloudflare/think higher-level chat agent
  • references/voice.md — @cloudflare/voice STT/TTS
  • references/codemode.md — Code Mode for tool orchestration
  • references/browse-the-web.md — CDP browser tools

权限

声明检测
运行代码—无
安装—npmnpx
安装时运行脚本—无
网络—developers.cloudflare.comgithub.commy-worker.workers.dev
需要的凭据—无
工作区外的路径—无
智能体工具—无

检查

低风险 · 没有发现需要提醒的地方。

未经人工审核 · 已做规则检查;模型审核尚未开启。

文件20 个文件 · 46.5 KB

  • SKILL.md11.8 KB
references/19
  • browse-the-web.md1.6 KB
  • callable.md2.1 KB
  • client-sdk.md1.2 KB
  • codemode.md2.8 KB
  • configuration.md1.8 KB
  • durable-execution.md1.7 KB
  • email.md3.5 KB
  • human-in-the-loop.md929 B
  • mcp.md1.3 KB
  • observability.md1.3 KB
  • queue-retries.md1.4 KB
  • routing.md1.8 KB
  • server-driven-messages.md868 B
  • state-scheduling.md1.5 KB
  • streaming-chat.md1.4 KB
  • think.md2.9 KB
  • voice.md1.9 KB
  • webhooks-push.md2.4 KB
  • workflows.md2.3 KB

版本

  1. #1—最新2026年10月7日