下载与接入 Download & connect

用 MCP 或 CLI 连接你已经创建的 Sparse Agent，发送 Run Now，接收中间消息与最终回复。它继续使用原来的目标和对话。

Connect to an existing Sparse Agent through MCP or the CLI. Run Now resumes its original Dream service and conversation.

快速安装 / Quick install

curl -fsSL https://sparse-agent.com/install.sh | sh -s -- --client all

# 只安装一个客户端 / Register one client
curl -fsSL https://sparse-agent.com/install.sh | sh -s -- --client codex

macOS / Linux 安装到 ~/.local/bin，并为 Codex、Claude Code 注册 Skill。WorkBuddy 提供导入 ZIP；在技能页面导入并启用后，开启新任务。如已确认当前版本的技能目录，可使用 sparse-agent integrate --client workbuddy --skills-dir DIR。

Codex and Claude Code receive discoverable Skills. WorkBuddy receives an import ZIP; enable it in Skills and start a new task. Automatic WorkBuddy registration requires its confirmed version-specific skills directory.

Windows PowerShell

Invoke-WebRequest https://sparse-agent.com/install.ps1 -OutFile install-sparse-agent.ps1
.\install-sparse-agent.ps1 -Client all

登录与使用 / Sign in & use

1. 在官网设置 → 第三方接入，选择已有 Agent 并生成接入密钥。
   Create a scoped credential in Settings → Client access.
2. 执行 sparse-agent login，在隐藏输入中粘贴密钥。
   Paste it into the CLI's hidden login prompt.
3. 开启客户端新会话，然后让它读取 sparse-agent --skill。
   Start a new client session and read the CLI Skill.

sparse-agent --help
sparse-agent --skill
sparse-agent agents --json
sparse-agent run-now --agent AGENT_ID --message "整理今天的进展" --follow --jsonl
sparse-agent events --agent AGENT_ID --request-id REQUEST_ID --after CURSOR --follow --jsonl

等待超时或关闭终端只结束本地等待，云端任务继续；用请求标识和游标续读。接入密钥可随时撤销。需要升级旧运行环境时，CLI 会明确返回升级提示。

A timeout or closed terminal only ends local waiting. Keep the request ID and cursor to reconnect. Existing older runtimes must be upgraded to support correlated FIFO messages.

MCP

https://sparse-agent.com/mcp

在支持远程 Streamable HTTP 和 OAuth 的客户端中添加该地址，登录并授权所选 Agent。也可在支持 Bearer 配置的客户端中使用接入密钥。四个工具：sparse_list_agents、sparse_run_now、sparse_read_events、sparse_get_request。

Add the endpoint to an OAuth-capable remote MCP client. While a tool call is open, clients with a progress token can receive public progress notifications. Continue reading events when the client does not display notifications.

原生下载 / Native downloads v1.0.0

SHA-256 校验 / Checksums · Release manifest