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\n

@sandbaseai/cli

\n

\n 让你的 AI 助手拥有超能力。一行命令，2,000+ AI 模型与 API。\n

\n

\n English | 中文 | 日本語 | 한국어 | Español | Français | Deutsch | Português\n

\n

\n \"GitHub\n \"CI\"\n \"官方\n \"TensorBlock\n \"开源许可\"\n \"GitHub\n

\n

\n\n

\n \"SandBase\n

\n\n---\n\n你的 AI 编程助手很聪明，但它被困在一个盒子里。它不能搜索网页、查看社交媒体、生成图片、或获取实时数据 — 除非你自己逐个对接每个 API。\n\n**SandBase 改变了这一切。** 一行命令，通过 [Model Context Protocol](https://modelcontextprotocol.io) 将你的 Agent 连接到 2,000+ AI 模型与 API。不用管理 API Key，不用折腾配置。\n\n把这一行发给你的 agent，它会自己读取 Skill、运行 `connect`，只需你在浏览器里确认一次登录：\n\n```\nset up https://www.sandbase.ai/SKILL.md\n```\n\n想自己动手：\n\n```sh\nnpx -y @sandbaseai/cli@latest connect\n```\n\n在 macOS 或 Linux 上使用官方 Homebrew Formula：\n\n```sh\nbrew install sandbaseai/tap/sandbaseai-cli\nsandbase connect\n```\n\n想先验证兼容性、暂不登录也不修改本地配置？运行只读目录命令，确认当前版本支持的 25 个客户端：\n\n```sh\nnpx -y @sandbaseai/cli@latest catalog --json\n```\n\n

\n \"SandBase\n \"SandBase\n

\n

证据：不写配置的目录审计，以及针对空白隔离配置的受限 doctor 检查。

\n\n每个 GitHub 发布版都会随包公布自己的 SHA-256，可据此校验并固定到某个确切版本。\n\n项目已进入[官方 MCP Registry](https://registry.modelcontextprotocol.io/v0.1/servers?search=io.github.sandbaseai%2Fcli)，并被[中国独立开发者项目（程序员版）](https://github.com/1c7/chinese-independent-developer/blob/master/pages/README-Programmer-Edition.md#sandbase---github)独立收录。\n\n查看[中文项目页](https://sandbaseai.github.io/cli/zh/)和[中文工作流指南](https://github.com/sandbaseai/cli/discussions/48)。如果 SandBase CLI 对你有帮助，请[给仓库一个 Star](https://github.com/sandbaseai/cli)，让更多开发者发现它。\n\n就这样。你的 Agent 现在能访问一切。\n\n## SandBase 开源技术栈\n\n- **[SandBase Harness](https://github.com/sandbaseai/sandbase-harness)** — 自托管 Agent Runtime，提供持久会话、沙箱隔离、审批、审计与回放。\n- **[SandBase Agent Skills](https://github.com/sandbaseai/sandbase-skills)** — 88 个可安装 Skills，覆盖研究、社交情报、营销和商业工作流。\n- **[SandBase for Codex](https://github.com/sandbaseai/sandbase-codex-plugin)** — 官方 Codex 插件，封装 SandBase MCP 桥接器和引导式 Agent Skill。\n\n---\n\n## 一套可验证的 Agent 工作流\n\n连接后，让 Agent 按以下顺序工作，而不是直接猜测模型名称、输入字段或费用：\n\n1. 使用 `sandbase_discover` 按任务或能力搜索候选模型与 API。\n2. 使用 `sandbase_inspect` 读取当前输入 Schema、价格和执行要求。\n3. 确认模型、参数和可能费用后，再使用 `sandbase_run` 执行。\n4. 对异步任务使用 `sandbase_run_get` 查询状态和结果。\n5. 使用 `sandbase_runs` 查看最近运行、状态与实际费用。\n6. 使用 `sandbase_account` 检查账户余额。\n\n例如，你可以要求：\n\n> 搜索适合生成产品演示图的模型。先比较输入字段和当前价格，只展示候选项，不要执行。\n\n选择模型后再明确要求执行。模型目录、Schema、价格和运行结果都会变化，因此应以工具当次返回的数据为准。不要把示例输出当作实时结果。\n\n---\n\n## 包含什么\n\n| 分类 | 工具 | 能做什么 |\n|------|------|----------|\n| **网页搜索** | Google、Exa、Tavily、Scholar | 实时搜索任何信息 |\n| **社交媒体** | Twitter/X、YouTube、Reddit、Instagram、TikTok、小红书、微博、B站 | 监控趋势、获取帖子、分析内容 |\n| **网页抓取** | Firecrawl、Exa Content | 从任何公开网页提取数据 |\n| **AI 模型** | GPT-4o、Claude、Gemini、DeepSeek、Qwen、Llama | 调用任何模型，无需自己管 Key |\n| **图像生成** | Flux、DALL-E、Ideogram、Recraft | Logo、插画、原型图 |\n| **视频生成** | Kling、MiniMax、Runway、Luma | 短视频、动画 |\n| **音频** | ElevenLabs、Whisper | 文字转语音、语音转文字 |\n| **电商** | 淘宝、Amazon | 选品调研、价格对比 |\n| **金融** | 股票行情、公司信息 | 市场研究与分析 |\n\n---\n\n## 支持的客户端（25 个目标）\n\n兼容所有主流 AI 编程工具：\n\n| 自动配置 | 手动配置 |\n|---------|---------|\n| Cursor、Cursor CLI | ChatGPT |\n| Claude Code | Claude Desktop |\n| Codex | |\n| Kiro IDE、Kiro CLI | |\n| Windsurf | |\n| Gemini CLI | |\n| Amp | |\n| Warp | |\n| OpenCode、Qwen Code、Kimi CLI | |\n| Hermes、OpenClaw | |\n\n无需登录或修改任何文件，即可预览完整兼容性目录：\n\n```sh\nnpx -y @sandbaseai/cli@latest catalog --json\n```\n\n```sh\n# 一次连接所有检测到的客户端\nnpx -y @sandbaseai/cli@latest connect\n\n# 或者指定某个客户端\nnpx -y @sandbaseai/cli@latest connect --client cursor\n```\n\n### OpenClaw 快速开始\n\n直接指定 OpenClaw，并在使用前让 CLI 回读验证由 SandBase 管理的 MCP 服务与 Skill：\n\n```sh\nnpx -y @sandbaseai/cli@latest connect --client openclaw\nnpx -y @sandbaseai/cli@latest doctor --client openclaw\n```\n\n当 `doctor` 确认凭证、MCP bridge 和 Skill 均已配置后，重启 OpenClaw，\n再用自然语言提出一个需要 SandBase 的请求。如果 OpenClaw 中已经存在一个并非\nSandBase 管理、但同样名为 `sandbase` 的 MCP 服务，安装器会保持原样，不会覆盖。\n以后若要移除由 SandBase 管理的 MCP 条目和本地凭证：\n\n```sh\nnpx -y @sandbaseai/cli@latest unregister --client openclaw\n```\n\nOpenClaw 目前没有受支持的 Skill 移除命令，因此 `unregister` 会明确报告这一限制，\n并保留已经验证过身份的 SandBase Skill。\n\n### Hermes 快速开始\n\nSandBase 可以在同一次授权事务中安装由它管理的 Hermes Skill 和本地 MCP 条目：\n\n```sh\nnpx -y @sandbaseai/cli@latest connect --client hermes\nnpx -y @sandbaseai/cli@latest doctor --client hermes\n```\n\n`doctor` 会验证所有权明确的本地凭证、MCP 条目与 Skill。随后重启 Hermes，\n在新的客户端会话中确认原生发现，再使用 SandBase Skill 或 MCP 工具。如果已经存在\n一个并非 SandBase 管理、但同样名为 `sandbase` 的 MCP 条目，安装器会保持原样。\n若要只移除由 SandBase 管理的 Hermes 配置、Skill 和本地凭证，同时保留供其他客户端\n共用的 bridge：\n\n```sh\nnpx -y @sandbaseai/cli@latest unregister --client hermes\n```\n\n该集成已被独立收录于\n[Hermes Atlas](https://github.com/ksimback/hermes-ecosystem) 和\n[Awesome Hermes Agent](https://github.com/0xNyk/awesome-hermes-agent#integrations--bridges)。\n\n---\n\n## 工作原理\n\n```\n┌─────────────────┐ ┌───────────────┐ ┌────────────────────┐\n│ 你的 Agent │ MCP │ 本地 Bridge │ HTTPS │ SandBase API │\n│ (Cursor 等) │────────▶│ (按需启动) │────────▶│ 2,000+ 模型/API │\n│ │◀────────│ │◀────────│ │\n└─────────────────┘ └───────────────┘ └────────────────────┘\n```\n\n1. 运行 `connect` → 浏览器打开授权 → 你点击同意\n2. API Key 本地保存（权限 `0600`）\n3. 自动为你的客户端写入 MCP 配置\n4. Agent 按需调用工具。没有后台进程。\n\n---\n\n## 价格\n\n- 数据 API（搜索、社交、抓取、电商、金融）每个组织每天 100 次免费调用（按 UTC 日重置，所有适用的数据 API 共享），超出后按次计费，价格以 `sandbase inspect` 显示为准。\n- discover、inspect、运行状态、余额、文件上传免费，不扣费。\n- 模型（LLM、图像、视频、音频）按次或按百万 token 计费。\n\n`sandbase inspect <工具名>` 会显示当前价格，适用每日免费额度的数据 API 会带有 `pricing.free_quota`；`sandbase balance --json` 的 `free_api_quota` 显示今天剩余的免费次数。价格可能变动，请以实时返回为准。\n\n## 命令\n\n### CLI 命令\n\n```sh\nsandbase connect [--client ] # 授权 + 配置\nsandbase setup # 升级后：刷新本地 bridge 与 Skill，并测试连通性\nsandbase doctor [--client ] # 本地检查 + 一次真实的 SandBase 往返请求\nsandbase unregister [--client ] # 移除配置\nsandbase catalog --json # 列出所有支持的客户端\n```\n\n### Agent 命令（Shell 通道，与 MCP 工具能力一致）\n\n没有 MCP、或 MCP 会话异常时，Agent 可以直接在 Shell 里使用同一套目录。凭据自动复用 `connect` 的浏览器登录结果（也可用 `SANDBASE_API_KEY` 或 `sandbase keys add -k `）。\n\n```sh\nsandbase discover -q \"推特搜索\" # 搜索；-t api|llm|multimodal|embedding|service\nsandbase inspect sandbase_twitter_web_search_timeline # 参数、价格、可直接运行的命令\nsandbase run sandbase_twitter_web_search_timeline -i '{\"keyword\":\"AI agents\"}'\nsandbase run <视频工具> -i '{\"prompt\":\"...\"}' -w -o result.json # 带退避等待完成，结果写入文件\nsandbase runs get -r -w -o result.json # 续查长任务，不要重新运行\nsandbase runs list | sandbase balance\n```\n\n`-j` 输出 JSON；错误格式为 `{\"error\":{\"code\",\"message\",\"hint\"}}`，`hint` 给出下一步。退出码：`0` 成功或仍在运行，`1` 失败（含任务失败），`2` 参数错误。\n\n`api.sandbase.ai` 不可达时，CLI 与 MCP bridge 会自动切换到 `www.sandbase.ai`；bridge 会继续展示 SandBase 工具，并返回可执行的错误提示，而不是让客户端丢掉整个 server。\n\n### MCP 工具（连接后你的 Agent 可以使用）\n\n| 工具 | 用途 |\n|------|------|\n| `sandbase_discover` | 搜索全部 2,000+ 可用 AI 模型与 API |\n| `sandbase_inspect` | 获取输入参数、定价和调用模板 |\n| `sandbase_run` | 执行模型或 API |\n| `sandbase_run_get` | 轮询异步任务状态/结果（视频生成等） |\n| `sandbase_runs` | 查看最近的 API 调用记录和费用 |\n| `sandbase_account` | 查看账户余额和今日免费数据 API 调用次数（`free_api_quota`），免费，不扣费 |\n\n**Agent 自动遵循的调用流程：**\n\n```\ndiscover → inspect → run\n```\n\n```\n1. sandbase_discover(q: \"推特搜索\") → 找到匹配的工具\n2. sandbase_inspect(name: \"twitter_timeline\") → 获取参数定义 + 定价\n3. sandbase_run(name: \"twitter_timeline\", ...) → 执行并返回数据\n```\n\n---\n\n## 安全性\n\n- **URL 和 CLI 参数中没有任何密钥** — OAuth device flow + PKCE\n- **受限文件权限** — 凭据以 `0600` 存储\n- **所有权感知更新** — 保留现有 JSONC 注释以及用户自行管理的 MCP 配置项\n- **精确回滚** — 失败或执行 `unregister` 时，只移除由 SandBase 创建的配置\n- **随时吊销** — [SandBase Dashboard](https://sandbase.ai/console/keys) 一键操作\n\n---\n\n## 开始使用\n\n```sh\nnpx -y @sandbaseai/cli@latest connect\n```\n\n然后让你的 Agent 做一些它以前做不到的事。\n\n**[注册账号 →](https://sandbase.ai)**\n\n如果 SandBase 帮你节省了配置时间，欢迎[为项目点个 Star](https://github.com/sandbaseai/cli)——这会让更多 Agent 用户发现它。\n\n---\n\n## 链接\n\n- [SandBase 平台](https://sandbase.ai)\n- [文档](https://www.sandbase.ai/docs/)\n- [官方 MCP Registry 收录](https://registry.modelcontextprotocol.io/v0.1/servers?search=io.github.sandbaseai%2Fcli)\n- [Glama MCP Connector 收录](https://glama.ai/mcp/connectors/io.github.sandbaseai/cli)\n- [官方 Registry 社区技术展示](https://github.com/modelcontextprotocol/registry/discussions/1584)\n- 六工具实战指南：[中文](https://github.com/sandbaseai/cli/discussions/48) · [English](https://github.com/sandbaseai/cli/discussions/47)\n- [VaultPlane MCP 目录收录](https://www.vaultplane.com/server/sandbase-cli)\n- [AIMCP 目录收录](https://www.aimcp.info/zh/g/522d366e-114b-4d90-9f1a-552b4b3a9c86)\n- [中国独立开发者项目（程序员版）收录](https://github.com/1c7/chinese-independent-developer/blob/master/pages/README-Programmer-Edition.md#sandbase---github)\n- [npm 包](https://www.npmjs.com/package/@sandbaseai/cli)\n- [控制台](https://sandbase.ai/console)\n\n## 开源协议\n\nApache-2.0\n","readmeFilename":"README.zh-CN.md"}