SandBase
概览
作者提供的说明(英文原文)
Connect MCP clients to 2,000+ AI models without managing provider API keys.
PopNx MCP 的三大支柱
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
- 用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
- 我们的基础检查i1 项中通过 1 项依据公开信息检查;尚未扫描代码
- 使用情况i非常新★ –
它能帮你做什么
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
- 连接方式: 在云端运行
- 传输方式: Streamable HTTP
- 分类: 搜索与 AI 记忆
- 你需要填写:Authorization
安装
选择你使用的 AI 应用,然后复制设置。
安装之前
- 基础检查:1 项中通过 1 项
- 在作者的服务器上运行:你向它提出的内容会经过他们的服务器。
- 需要你自己填写:
Authorization
标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
- 在云端运行无需安装任何东西,通过互联网连接
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
在终端中运行这条命令
claude mcp add --transport http cli https://sandbase.ai/v1/mcp --header 'Authorization: your-value'运行前请先填写空着的值。
或者自己复制设置
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"cli": {
"url": "https://sandbase.ai/v1/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
或者自己复制设置
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"cli": {
"type": "http",
"url": "https://sandbase.ai/v1/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
需要你填写的值
Authorization机密 必填 HTTP headerBearer credential issued by the SandBase browser sign-in flow
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它能做什么
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
基础检查i
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日
- ✓ 通过
作者与仓库一致
注册名称已通过 GitHub 账户 sandbaseai 验证,该账户拥有此仓库
- … 尚未检查
仍在维护
我们还没有从 GitHub 读取这个仓库
- … 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
- … 尚未检查
端点有响应
尚未检查;我们会轮流检查各个端点
- … 尚未检查
使用 OAuth 登录
尚未检查;我们会轮流检查各个端点
- … 尚未检查
工具描述中没有隐藏指令
尚未检查;我们会在检查端点时读取工具列表
与“搜索与 AI 记忆”中的其他服务器比较i
- 星标数多于此分类中其他 5716 个服务器的 0%
- 发布到注册中心的时间比此分类中其他 5716 个服务器的 34% 更新
- 基础检查结果等于或优于此分类中其他 5716 个服务器的 100%
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
常见问题
SandBase 安全吗?
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
它需要哪些密钥或代码?
你需要填写:Authorization
它在我的电脑上运行还是在云端?
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
它还在维护吗?
GitHub 仓库最后更新于–,最新版本(0.1.17)于2个月前进入注册中心。
哪些应用可以使用它?
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
有什么可以替代它?
同一分类中有:Context7, Codebase Memory, Exa
替代选择
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Codebase Memory
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Exa
Connect AI agents to Exa for web search, content fetching, and multi-step research.
作者的 README
打开 README
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
@sandbaseai/cli
Give your AI agent superpowers. One line. 2,000+ AI models and APIs. 100 free data API calls a day, then pay per call from one balance.
English | 中文 | 日本語 | 한국어 | Español | Français | Deutsch | Português
Your AI coding assistant is smart, but it's trapped in a box. It can't search the web, check social media, generate images, or access real-time data — unless you wire up each API yourself.
SandBase changes that. One command connects your agent to 2,000+ AI models and APIs through the Model Context Protocol. No API keys to manage. No configuration headaches.
Building directly over HTTP instead of MCP? Start with the SandBase API quickstart or compare the unified LLM, image, and video API with specialized model gateways.
Setup
Paste this into your agent and let it do the rest:
set up https://www.sandbase.ai/SKILL.md
It reads the SandBase Skill, runs connect itself, and asks you to approve one browser sign-in. Prefer to drive it yourself:
npx -y @sandbaseai/cli@latest connect
Or install the official Homebrew formula on macOS or Linux:
brew install sandbaseai/tap/sandbaseai-cli
sandbase connect
See the Homebrew launch announcement and macOS/Linux CI evidence.
Approve the browser authorization once; each supported client can then discover, inspect, and run available SandBase models and APIs through the local MCP bridge. Start a new session afterwards so the sandbase_* tools load.
Every GitHub release publishes its own SHA-256 next to the tarball, so you can pin and verify an exact build instead of tracking latest:
V=$(npm view @sandbaseai/cli version)
curl -fL -O "https://github.com/sandbaseai/cli/releases/download/v$V/sandbaseai-cli-$V.tgz" shasum -a 256 "sandbaseai-cli-$V.tgz" # compare against the checksum on the release page npx -y "./sandbaseai-cli-$V.tgz" connect
Want to inspect compatibility before signing in or changing configuration? The client catalog is a read-only command — it writes nothing and needs no account:
npx -y @sandbaseai/cli@latest catalog --json
A no-write catalog audit and a bounded doctor check against an empty isolated profile.
Homebrew users can run the same read-only check with sandbase catalog --json.
What It Costs
| Price | |
|---|---|
| Data APIs — search, social, scraping, e-commerce, finance | 100 free calls/day per organization, then paid per call (price shown by sandbase inspect) |
| Discovery, inspection, run status, balance, file upload | Free |
| Models — LLM, image, video, audio | Paid per call or per million tokens |
sandbase inspect always shows the current price before you run anything; data APIs covered by the daily allowance also show pricing.free_quota. The 100 free calls are shared across eligible data APIs and reset at 00:00 UTC; after that, calls are billed per call. sandbase balance --json shows today's remaining free calls as free_api_quota. Prices can change, so trust the live response over any example in this file.
Visit the official SandBase CLI project page for a compact overview. For a security-focused walkthrough of client detection, MCP tools, and rollback, read the 25-client SandBase CLI setup guide. AI agents and automated installers can use the concise llms-install.md instructions.
SandBase Open-Source Stack
- [SandBase Harness](https://github.com/sandbaseai/sandbase-harness) — self-hosted agent runtime with persistent sessions, sandbox isolation, approvals, audit, and replay.
- [SandBase Agent Skills](https://github.com/sandbaseai/sandbase-skills) — 88 installable Skills for research, social intelligence, marketing, and business workflows.
- [SandBase for Codex](https://github.com/sandbaseai/sandbase-codex-plugin) — official Codex plugin packaging the SandBase MCP bridge and guided Agent Skill; its required HOL security scan passes on
main.
Discover the authenticated remote bridge in the official MCP Registry, read its Registry community showcase, or find it through Chinese Independent Developer, Awesome MCP, Glama, TensorBlock MCP Index, MCPRepository, VaultPlane, AIMCP, MCP Server Hub, MCP Server Spot, or the Awesome AI API Proxy. External maintainers have merged SandBase into Awesome Codex CLI, Awesome Agent Skills, and Awesome MCP Server. The Hermes integration is independently listed in the Hermes Atlas ecosystem catalog and as beta in Awesome Hermes Agent. Install its verified sandbase Agent Skill from skills.sh, the sandbaseai/cli/sandbase listing on SkillsCat, the sandbaseai/cli/sandbase listing on skills.re, the 93/100 verified SandBase listing on vSkill, the security-audited SandBase listing on Skillstore, or the versioned sandbaseai/sandbase snapshot on Agent Skill Hub.
A Verifiable Agent Workflow
After connecting, ask your agent to follow the same inspectable sequence for search, data APIs, language models, image generation, video generation, and other catalog capabilities:
- Use
sandbase_discoverto find candidates by task or capability. - Use
sandbase_inspectto read the current input schema, pricing, and execution requirements. - Confirm the selected endpoint and parameters before calling
sandbase_run. Data APIs include 100 free calls per organization per UTC day, then are billed per call like models; confirm the cost shown bysandbase_inspectbefore paid runs. - For asynchronous work, use
sandbase_run_getwith the returnedrun_idinstead of creating a duplicate run. - Use
sandbase_runsto review recent run status and recorded cost. - Use
sandbase_accountto check the current account balance.
For example, start with a non-billable discovery request:
Find image models suitable for a square product illustration. Compare the
required inputs and current pricing for the best two candidates. Do not run
either model yet.
Discovery and inspection never cost anything, so an agent can always survey the catalog before it spends.
After reviewing the live response, explicitly approve the endpoint and inputs you want to run. Catalog entries, schemas, pricing, latency, and availability can change, so use the tool response from the current session rather than a static example.
See the complete Claude Code and Codex walkthrough or the Chinese workflow guide. For a live catalog example, read the GitHub connector discover-and-inspect dogfooding note.
What's Inside
| Category | Tools | What You Can Do |
|---|---|---|
| Web Search | Google, Exa, Tavily, Scholar | Research anything in real-time |
| Social Media | Twitter/X, YouTube, Reddit, Instagram, TikTok, Xiaohongshu, Weibo, Bilibili | Monitor trends, pull posts, analyze content |
| Scraping | Firecrawl, Exa Content | Extract data from any public webpage |
| AI Models | GPT-4o, Claude, Gemini, DeepSeek, Qwen, Llama | Run any model without managing keys |
| Image Gen | Flux, DALL-E, Ideogram, Recraft | Create logos, illustrations, mockups |
| Video Gen | Kling, MiniMax, Runway, Luma | Generate short clips and animations |
| Audio | ElevenLabs, Whisper | Text-to-speech, transcription |
| E-commerce | Taobao, Amazon | Product research, price comparison |
| Finance | Stock data, company info | Market research and analysis |
Supported Clients (25 Targets)
Works with every major AI coding tool:
| Auto-configured | Manual setup |
|---|---|
| Cursor, Cursor CLI | ChatGPT |
| Claude Code | Claude Desktop |
| Codex | |
| Kiro IDE, Kiro CLI | |
| Windsurf | |
| Gemini CLI | |
| Amp | |
| Warp | |
| OpenCode, Qwen Code, Kimi CLI | |
| Hermes, OpenClaw |
只显示了开头部分;其余内容请在仓库中阅读