Cursor 发布 Agent SDK，可将智能体部署到 Cursor 或自有基础设施
Agent SDK
Cursor 发布 Agent SDK，可将智能体定义为一个代码文件夹，用 evals 测试后部署到 Cursor 或自有基础设施。智能体项目由 instructions.md 作为提示词，tools/ 存放模型可调用的类型化动作，skills/ 存放按需加载的流程，mcp-connections/ 接入 MCP 服务器工具，channels/ 定义消息收发渠道。
官方给出 Agent 以代码目录定义、评测与部署的完整链路，可据此判断现有 Agent 工作流会怎样被改写。
The Agent SDK is available today. It allows you to define an agent as a folder of code, test it with evals, and deploy it to Cursor or your own infrastructure.
Run `npx @cursor/agent-sdk init ./my-bot`, then `agent-sdk dev` to start the bot locally with a playground. Pass `--template` to start from a security reviewer, an owners-policy approver, a PR autofixer, or a Linear or Jira triager.
Deploy agents wherever you need them
When you're ready to put an agent into use, you can deploy it to Cursor by running `agent-sdk deploy` from the project directory. The command builds the agent, gives it a URL, and starts it on our infrastructure. You can manage secrets and integrations from the dashboard, while continuing to use the same logs, evals, and playground available locally.
Agents as code
An agent is a project. `instructions.md` is the prompt. Each file in `tools/` is one typed action the model can call. `skills/` holds procedures the model loads on demand, `mcp-connections/` adds tools from MCP servers, and `channels/` defines where the bot receives and answers messages. `agent-sdk validate` checks the project and `agent-sdk info` prints what was discovered.
Channels
Agents wake on pull request, comment, and CI events from GitHub, GitLab, and Bitbucket; on mentions and DMs in Slack; on webhooks from any provider; and on a cron schedule. GitHub events pull through your Cursor account, so no public webhook URL is required. Slack is well-supported out of the box.
Each conversation keeps its own session and a complete record of every message and tool call. Follow-ups on a pull request or Slack thread resume the same session.
Evals
An eval sends a fixed message to the bot and asserts on what it did: which tools ran, with what input, and the shape of the reply. Run `agent-sdk eval` locally or in CI.
`agent-sdk github replay <pr-url>` turns a real pull request into signed webhook payloads and sends them to the bot, so GitHub-driven bots can be tested without waiting for a push. Add `--dry-run --fixtures-dir fixtures/` to save the payloads as eval fixtures.
Get started
The Agent SDK is generally available today. Read the docs and get started.
来源：Cursor Changelog · cursor.com