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, chat applications, voice agents, or browser automation. Covers Agent class, state management, callable RPC, Workflows, durable execution, queues, retries, observability, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
How to install agents-sdk?
cloudflare/skills/agents-sdk
$npx -y skills add cloudflare/skills --skill agents-sdkInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/cloudflare/skills" --skill "cloudflare/skills/agents-sdk"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/cloudflare/skills" that are relevant to the current task. Run `npx skills add "https://github.com/cloudflare/skills"` and select the relevant skills, then follow their instructions.
SKILL.md
| 1 | # Cloudflare Agents SDK |
| 2 | |
| 3 | Your knowledge of the Agents SDK may be outdated. **Prefer retrieval over pre-training** for any Agents SDK task. |
| 4 | |
| 5 | ## Retrieval Sources |
| 6 | |
| 7 | Cloudflare docs: https://developers.cloudflare.com/agents/ |
| 8 | |
| 9 | | Topic | Docs URL | Use for | |
| 10 | |-------|----------|---------| |
| 11 | | Getting started | [Quick start](https://developers.cloudflare.com/agents/getting-started/quick-start/) | First agent, project setup | |
| 12 | | Adding to existing project | [Add to existing project](https://developers.cloudflare.com/agents/getting-started/add-to-existing-project/) | Install into existing Workers app | |
| 13 | | Configuration | [Configuration](https://developers.cloudflare.com/agents/api-reference/configuration/) | `wrangler.jsonc`, bindings, assets, deployment | |
| 14 | | Agent class | [Agents API](https://developers.cloudflare.com/agents/api-reference/agents-api/) | Agent lifecycle, patterns, pitfalls | |
| 15 | | State | [Store and sync state](https://developers.cloudflare.com/agents/api-reference/store-and-sync-state/) | `setState`, `validateStateChange`, persistence | |
| 16 | | Routing | [Routing](https://developers.cloudflare.com/agents/api-reference/routing/) | URL patterns, `routeAgentRequest` | |
| 17 | | Callable methods | [Callable methods](https://developers.cloudflare.com/agents/api-reference/callable-methods/) | `@callable`, RPC, streaming, timeouts | |
| 18 | | Scheduling | [Schedule tasks](https://developers.cloudflare.com/agents/api-reference/schedule-tasks/) | `schedule()`, `scheduleEvery()`, cron | |
| 19 | | Workflows | [Run workflows](https://developers.cloudflare.com/agents/api-reference/run-workflows/) | `AgentWorkflow`, durable multi-step tasks | |
| 20 | | HTTP/WebSockets | [WebSockets](https://developers.cloudflare.com/agents/api-reference/websockets/) | Lifecycle hooks, hibernation | |
| 21 | | Chat agents | [Chat agents](https://developers.cloudflare.com/agents/api-reference/chat-agents/) | `AIChatAgent`, streaming, tools, persistence | |
| 22 | | Client SDK | [Client SDK](https://developers.cloudflare.com/agents/api-reference/client-sdk/) | `useAgent`, `useAgentChat`, React hooks | |
| 23 | | Client tools | [Client tools](https://developers.cloudflare.com/agents/api-reference/client-tools/) | Client-side tools, `autoContinueAfterToolResult` | |
| 24 | | Server-driven messages | [Trigger patterns](https://developers.cloudflare.com/agents/api-reference/trigger-patterns/) | `saveMessages`, `waitUntilStable`, server-initiated turns | |
| 25 | | Resumable streaming | [Resumable streaming](https://developers.cloudflare.com/agents/api-reference/resumable-streaming/) | Stream recovery on disconnect | |
| 26 | | Email | [Email](https://developers.cloudflare.com/agents/api-reference/email/) | Email routing, secure reply resolver | |
| 27 | | MCP client | [MCP client](https://developers.cloudflare.com/agents/api-reference/mcp-client-api/) | Connecting to MCP servers | |
| 28 | | MCP server | [MCP server](https://developers.cloudflare.com/agents/api-reference/mcp-agent-api/) | Building MCP servers with `McpAgent` | |
| 29 | | MCP transports | [MCP transports](https://developers.cloudflare.com/agents/api-reference/mcp-transports/) | Streamable HTTP, SSE, RPC transport options | |
| 30 | | Securing MCP servers | [Securing MCP](https://developers.cloudflare.com/agents/api-reference/securing-mcp-servers/) | OAuth, proxy MCP, hardening | |
| 31 | | Human-in-the-loop | [Human-in-the-loop](https://developers.cloudflare.com/agents/concepts/human-in-the-loop/) | Approval flows, `needsApproval`, workflows | |
| 32 | | Durable execution | [Durable execution](https://developers.cloudflare.com/agents/api-reference/durable-execution/) | `runFiber()`, `stash()`, surviving DO eviction | |
| 33 | | Queue | [Queue](https://developers.cloudflare.com/agents/api-reference/queue-tasks/) | Built-in FIFO queue, `queue()` | |
| 34 | | Retries | [Retries](https://developers.cloudflare.com/agents/api-reference/retries/) | `this.retry()`, backoff/jitter | |
| 35 | | Observability | [Observability](https://developers.cloudflare.com/agents/api-reference/observability/) | Diagnostics-channel events | |
| 36 | | Push notifications | [Push notifications](https://developers.cloudflare.com/agents/api-reference/push-notifications/) | Web Push + VAPID from agents | |
| 37 | | Webhooks | [Webhooks](https://developers.cloudflare.com/agents/api-reference/webhooks/) | Receiving external webhooks | |
| 38 | | Cross-domain auth | [Cross-domain auth](https://developers.cloudflare.com/agents/api-reference/cross-domain-authentication/) | WebSocket auth, tokens, CORS | |
| 39 | | Readonly connections | [Readonly](https://developers.cloudflare.com/agents/api-reference/readonly-connections/) | `shouldConnectionBeReadonly` | |
| 40 | | Voice | [Voice](https://developers.cloudflare.com/agents/api-reference/voice/) | Experimental STT/TTS, `withVoice` | |
| 41 | | Browse the web | [Browser tools](https://developers.cloudflare.com/agents/api-reference/browse-the-web/) | Experimental CDP browser automation | |
| 42 | | Think | [Think](https://developers.cloudflare.com/agents/api-reference/think/) | Experimental higher-level chat agent class | |
| 43 | | Migrations | [AI SDK v5](https://developers.cloudflare.com/agents/guides/migration-to-ai-sdk-v5/), [AI SDK v6](https://developers.cloudflare.com/agents/guides/migration-to-ai-sdk-v6/) | Upgrading `@cloudflare/ai-chat` | |
| 44 | |
| 45 | ## Capabilities |
| 46 | |
| 47 | The Agents SDK provides: |
| 48 | |
| 49 | - **Persistent state** — SQLite-backed, auto-synced to clients via `setState` |
| 50 | - **Callable RPC** — `@callable()` methods invoked over WebSocket |
| 51 | - **Scheduling** — One-time, recurring (`scheduleEvery`), and cron tasks |
| 52 | - **Workflows** — Durable multi-step background processing via `AgentWorkflow` |
| 53 | - **Durable execution** — `runFiber()` / `stash()` for work that survives DO eviction |
| 54 | - **Queue** — Built-in FIFO queue with retries via `queue()` |
| 55 | - **Retries** — `this.retry()` with exponential backoff and jitter |
| 56 | - **MCP integration** — Connect to MCP servers or build your own with `McpAgent` |
| 57 | - **Email handling** — Receive and reply to emails with secure routing |
| 58 | - **Streaming chat** — `AIChatAgent` with resumable streams, message persistence, tools |
| 59 | - **Server-driven messages** — `saveMessages`, `waitUntilStable` for proactive agent turns |
| 60 | - **React hooks** — `useAgent`, `useAgentChat` for client apps |
| 61 | - **Observability** — `diagnostics_channel` events for state, RPC, schedule, lifecycle |
| 62 | - **Push notifications** — Web Push + VAPID delivery from agents |
| 63 | - **Webhooks** — Receive and verify external webhooks |
| 64 | - **Voice** (experimental) — STT/TTS via `@cloudflare/voice` |
| 65 | - **Browser tools** (experimental) — CDP-powered browsing via `agents/browser` |
| 66 | - **Think** (experimental) — Higher-level chat agent via `@cloudflare/think` |
| 67 | |
| 68 | ## FIRST: Verify Installation |
| 69 | |
| 70 | ```bash |
| 71 | npm ls agents # Should show agents package |
| 72 | ``` |
| 73 | |
| 74 | If not installed: |
| 75 | ```bash |
| 76 | npm install agents |
| 77 | ``` |
| 78 | |
| 79 | For chat agents: |
| 80 | ```bash |
| 81 | npm install agents @cloudflare/ai-chat ai @ai-sdk/react |
| 82 | ``` |
| 83 | |
| 84 | ## Wrangler Configuration |
| 85 | |
| 86 | ```jsonc |
| 87 | { |
| 88 | "compatibility_flags": ["nodejs_compat"], |
| 89 | "durable_objects": { |
| 90 | "bindings": [{ "name": "MyAgent", "class_name": "MyAgent" }] |
| 91 | }, |
| 92 | "migrations": [{ "tag": "v1", "new_sqlite_classes": ["MyAgent"] }] |
| 93 | } |
| 94 | ``` |
| 95 | |
| 96 | **Gotchas:** |
| 97 | - Do NOT enable `experimentalDecorators` in tsconfig (breaks `@callable`) |
| 98 | - Never edit old migrations — always add new tags |
| 99 | - Each agent class needs its own DO binding + migration entry |
| 100 | - Add `"ai": { "binding": "AI" }` for Workers AI |
| 101 | |
| 102 | ## Agent Class |
| 103 | |
| 104 | ```typescript |
| 105 | import { Agent, routeAgentRequest, callable } from "agents"; |
| 106 | |
| 107 | type State = { count: number }; |
| 108 | |
| 109 | export class Counter extends Agent<Env, State> { |
| 110 | initialState = { count: 0 }; |
| 111 | |
| 112 | validateStateChange(nextState: State, source: Connection | "server") { |
| 113 | if (nextState.count < 0) throw new Error("Count cannot be negative"); |
| 114 | } |
| 115 | |
| 116 | onStateUpdate(state: State, source: Connection | "server") { |
| 117 | console.log("State updated:", state); |
| 118 | } |
| 119 | |
| 120 | @callable() |
| 121 | increment() { |
| 122 | this.setState({ count: this.state.count + 1 }); |
| 123 | return this.state.count; |
| 124 | } |
| 125 | } |
| 126 | |
| 127 | export default { |
| 128 | fetch: (req, env) => routeAgentRequest(req, env) ?? new Response("Not found", { status: 404 }) |
| 129 | }; |
| 130 | ``` |
| 131 | |
| 132 | ## Routing |
| 133 | |
| 134 | Requests route to `/agents/{agent-name}/{instance-name}`: |
| 135 | |
| 136 | | Class | URL | |
| 137 | |-------|-----| |
| 138 | | `Counter` | `/agents/counter/user-123` | |
| 139 | | `ChatRoom` | `/agents/chat-room/lobby` | |
| 140 | |
| 141 | Client: `useAgent({ agent: "Counter", name: "user-123" })` |
| 142 | |
| 143 | Custom routing: use `getAgentByName(env.MyAgent, "instance-id")` then `agent.fetch(request)`. |
| 144 | |
| 145 | ## Core APIs |
| 146 | |
| 147 | | Task | API | |
| 148 | |------|-----| |
| 149 | | Read state | `this.state.count` | |
| 150 | | Write state | `this.setState({ count: 1 })` | |
| 151 | | SQL query | `` this.sql`SELECT * FROM users WHERE id = ${id}` `` | |
| 152 | | Schedule (delay) | `await this.schedule(60, "task", payload)` | |
| 153 | | Schedule (cron) | `await this.schedule("0 * * * *", "task", payload)` | |
| 154 | | Schedule (interval) | `await this.scheduleEvery(30, "poll")` | |
| 155 | | RPC method | `@callable() myMethod() { ... }` | |
| 156 | | Streaming RPC | `@callable({ streaming: true }) stream(res) { ... }` | |
| 157 | | Start workflow | `await this.runWorkflow("ProcessingWorkflow", params)` | |
| 158 | | Durable fiber | `await this.runFiber("name", async (ctx) => { ... })` | |
| 159 | | Enqueue work | `this.queue("handler", payload)` | |
| 160 | | Retry with backoff | `await this.retry(fn, { maxAttempts: 5 })` | |
| 161 | | Broadcast to clients | `this.broadcast(message)` | |
| 162 | | Get connections | `this.getConnections(tag?)` | |
| 163 | |
| 164 | ## React Client |
| 165 | |
| 166 | ```tsx |
| 167 | import { useAgent } from "agents/react"; |
| 168 | |
| 169 | function App() { |
| 170 | const [state, setLocalState] = useState({ count: 0 }); |
| 171 | |
| 172 | const agent = useAgent({ |
| 173 | agent: "Counter", |
| 174 | name: "my-instance", |
| 175 | onStateUpdate: (newState) => setLocalState(newState), |
| 176 | onIdentity: (name, agentType) => console.log(`Connected to ${name}`) |
| 177 | }); |
| 178 | |
| 179 | return ( |
| 180 | <button onClick={() => agent.setState({ count: state.count + 1 })}> |
| 181 | Count: {state.count} |
| 182 | </button> |
| 183 | ); |
| 184 | } |
| 185 | ``` |
| 186 | |
| 187 | ## References |
| 188 | |
| 189 | ### Core |
| 190 | - **[references/state-scheduling.md](references/state-scheduling.md)** — State persistence, scheduling, SQL |
| 191 | - **[references/callable.md](references/callable.md)** — RPC methods, streaming, timeouts |
| 192 | - **[references/routing.md](references/routing.md)** — URL patterns, custom routing, `getAgentByName` |
| 193 | - **[references/configuration.md](references/configuration.md)** — Wrangler config, bindings, Vite setup |
| 194 | |
| 195 | ### Chat & Streaming |
| 196 | - **[references/streaming-chat.md](references/streaming-chat.md)** — AIChatAgent, resumable streams, tools |
| 197 | - **[references/client-sdk.md](references/client-sdk.md)** — `useAgent`, `useAgentChat`, `AgentClient` |
| 198 | - **[references/server-driven-messages.md](references/server-driven-messages.md)** — Trigger patterns, `saveMessages` |
| 199 | - **[references/human-in-the-loop.md](references/human-in-the-loop.md)** — Approval flows, `needsApproval` |
| 200 | |
| 201 | ### Background Processing |
| 202 | - **[references/workflows.md](references/workflows.md)** — Durable Workflows integration |
| 203 | - **[references/durable-execution.md](references/durable-execution.md)** — `runFiber`, `stash`, surviving eviction |
| 204 | - **[references/queue-retries.md](references/queue-retries.md)** — Built-in queue, retry with backoff |
| 205 | |
| 206 | ### Integrations |
| 207 | - **[references/mcp.md](references/mcp.md)** — MCP client and server, transports, securing |
| 208 | - **[references/email.md](references/email.md)** — Email routing and handling |
| 209 | - **[references/webhooks-push.md](references/webhooks-push.md)** — Webhooks, push notifications |
| 210 | - **[references/observability.md](references/observability.md)** — Diagnostics-channel events |
| 211 | |
| 212 | ### Experimental |
| 213 | - **[references/think.md](references/think.md)** — `@cloudflare/think` higher-level chat agent |
| 214 | - **[references/voice.md](references/voice.md)** — `@cloudflare/voice` STT/TTS |
| 215 | - **[references/codemode.md](references/codemode.md)** — Code Mode for tool orchestration |
| 216 | - **[references/browse-the-web.md](references/browse-the-web.md)** — CDP browser tools |
Related
6 picksType
- find-skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express…Jul 2026
- mcp-builderGuide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.Jul 2026
- google-agents-cli-adk-codeThis skill should be used when the user wants to "write agent code", "build an agent with ADK", "add a tool", "create a callback", "define an agent", "use…Jul 2026
- google-agents-cli-workflowThis skill should be used when the user wants to "develop an agent", "build an agent using ADK", "run the agent locally", "debug agent code", "test an agent",…Jul 2026
- google-agents-cli-evalThis skill should be used when the user wants to "run an evaluation", "evaluate my ADK agent", "write an eval dataset", "analyze eval failures", "compare eval…Jul 2026
- google-agents-cli-scaffoldThis skill should be used when the user wants to "create an agent project", "start a new ADK project", "build me a new agent", "add CI/CD to my project", "add…Jul 2026
