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Agents SDK build guide

Create stateful Workers agents, MCP servers, workflows, queues, and realtime apps.

By CloudflareApache-2.0 · License identifiedView source

Install in your agent

npx skills add 'https://github.com/cloudflare/skills/tree/main/skills/agents-sdk' --skill 'agents-sdk' --agent 'codex'

Run from your repo. Project location: .agents/skills/agents-sdk/

Needs Node.js, npm and Git. Review the install prompt, then start a new agent session.

Read skill instructions

Snapshot from 2026-10-07. The install command fetches the upstream package, which may have changed since this snapshot.

Cloudflare Agents SDK

Your knowledge of the Agents SDK may be outdated.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

TopicDocs URLUse for
Getting startedQuick startFirst agent, project setup
Adding to existing projectAdd to existing projectInstall into existing Workers app
ConfigurationConfigurationwrangler.jsonc, bindings, assets, deployment
Agent classAgents APIAgent lifecycle, patterns, pitfalls
StateStore and sync statesetState, validateStateChange, persistence
RoutingRoutingURL patterns, routeAgentRequest
Callable methodsCallable methods@callable, RPC, streaming, timeouts
SchedulingSchedule tasksschedule(), scheduleEvery(), cron
WorkflowsRun workflowsAgentWorkflow, durable multi-step tasks
HTTP/WebSocketsWebSocketsLifecycle hooks, hibernation
Chat agentsChat agentsAIChatAgent, streaming, tools, persistence
Client SDKClient SDKuseAgent, AgentClient, state, RPC, HTTP
Client toolsClient toolsClient-side tools, autoContinueAfterToolResult
Server-driven messagesAutonomous responsessaveMessages, waitUntilStable, server-initiated turns
Resumable streamingChat agentsStream recovery on disconnect
EmailEmailEmail routing, secure reply resolver
MCP clientMCP clientConnecting to MCP servers
MCP serverMCP serverBuilding MCP servers with createMcpHandler
MCP transportsMCP transportsStreamable HTTP, SSE, RPC transport options
Securing MCP serversSecuring MCPOAuth, proxy MCP, hardening
Human-in-the-loopHuman-in-the-loopWorkflow approvals, elicitation, timeout handling
Durable executionDurable executionrunFiber(), stash(), surviving DO eviction
QueueQueueBuilt-in FIFO queue, queue()
RetriesRetriesthis.retry(), backoff/jitter
ObservabilityObservabilityDiagnostics-channel events
Push notificationsPush notificationsWeb Push + VAPID from agents
WebhooksWebhooksReceiving external webhooks
Cross-domain authCross-domain authWebSocket auth, tokens, CORS
Readonly connectionsReadonlyshouldConnectionBeReadonly
VoiceVoiceExperimental STT/TTS, withVoice
Browse the webBrowser toolsExperimental CDP browser automation
ThinkThinkExperimental higher-level chat agent class
MigrationsAI SDK v5, AI SDK v6Upgrading @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}:

ClassURL
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

TaskAPI
Read statethis.state.count
Write statethis.setState({ count: 1 })
SQL querythis.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 workflowawait this.runWorkflow("ProcessingWorkflow", params)
Durable fiberawait this.runFiber("name", async (ctx) => { ... })
Enqueue workthis.queue("handler", payload)
Retry with backoffawait this.retry(fn, { maxAttempts: 5 })
Broadcast to clientsthis.broadcast(message)
Get connectionsthis.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
Source & package details

Vendor-authored source · Source snapshot: 2026-10-07. This listing does not verify installation, security, vendor participation, or product use.

Installs the complete skill directory, including its supporting files. A skill package does not set up an MCP server connection.

Raw SKILL.md
Skill name
agents-sdk
Trigger conditions
Build, debug, or review Cloudflare Agents SDK applications using the agents package.
Project idea & related offer

Tokens& curated build recipe

An agent with persistent task state

Build a small Cloudflare Agents SDK app that stores a task checklist and restores it after reconnecting. Use public sample tasks, one read-only tool, and bounded model requests.

  1. 1. Check the startup application

    Cloudflare startup infrastructure credits

    First-time technology startups must meet Cloudflare's company, funding, website, and business-email criteria. Credits expire after one year; Workers AI and storage have product caps, and AI Gateway is excluded.

    Read Cloudflare terms
  2. 2. Use the vendor skill

    Agents SDK build guide

    Review the source and install instructions, then use the skill in your own project.

    See install instructions
  3. 3. Build and show the result

    Save the Build Packet, then attach a demo and a test showing task state survives a reconnect without repeating a completed task.

    Start this Build Packet

Public resources selected by Tokens&. Terms reviewed 2026-09-05; the provider decides eligibility and current limits. This recipe is a suggested project, not a vendor partnership or a completed build.

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