SandBase
OfficialAllows product research and price comparison through Amazon e-commerce data.
Enables monitoring trends, pulling posts, and analyzing Bilibili content.
Provides text-to-speech and transcription capabilities through ElevenLabs.
Provides AI image generation for creating logos, illustrations, and mockups via Flux.
Allows real-time web search through Google.
Enables monitoring trends, pulling posts, and analyzing Instagram content.
Enables monitoring trends, pulling posts, and analyzing Reddit content.
Allows product research and price comparison through Taobao e-commerce data.
Enables monitoring trends, pulling posts, and analyzing TikTok content.
Enables monitoring trends, pulling posts, and analyzing Xiaohongshu content.
Enables monitoring trends, pulling posts, and analyzing YouTube content.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@SandBaseSearch the web for the latest AI chip news and summarize it."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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 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.
npx -y https://github.com/sandbaseai/cli/releases/download/v0.1.17/sandbaseai-cli-0.1.17.tgz connectFor a reproducible install, verify the immutable release archive before
running it. The SHA-256 for sandbaseai-cli-0.1.17.tgz is
1ad535b2899ca460b57b3c268aef278fee28fd28e649a89b92951514fd71fffa.
curl -fL -o sandbaseai-cli-0.1.17.tgz \
https://github.com/sandbaseai/cli/releases/download/v0.1.17/sandbaseai-cli-0.1.17.tgz
echo '1ad535b2899ca460b57b3c268aef278fee28fd28e649a89b92951514fd71fffa sandbaseai-cli-0.1.17.tgz' | shasum -a 256 -c -
npx -y ./sandbaseai-cli-0.1.17.tgz connectApprove the browser authorization once; each supported client can then discover, inspect, and run available SandBase models and APIs through the local MCP bridge.
Want to inspect compatibility before signing in or changing configuration? The current
v0.1.17 GitHub release
includes a verified 25-client catalog:
npx -y https://github.com/sandbaseai/cli/releases/download/v0.1.17/sandbaseai-cli-0.1.17.tgz catalog --jsonThe npm latest tag currently serves v0.1.14 while tokenless trusted publishing is
being enabled. The GitHub release tarball is built from the immutable v0.1.17 tag;
its SHA-256 is published with the release.
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 — self-hosted agent runtime with persistent sessions, sandbox isolation, approvals, audit, and replay.
SandBase Agent Skills — 88 installable Skills for research, social intelligence, marketing, and business workflows.
SandBase for Codex — 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,
TensorBlock MCP Index,
MCPRepository,
MCP Server Hub,
MCP Server Spot, or the
Awesome AI API Proxy.
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.
Related MCP server: ai-mcp-server
See It In Action
After connecting, just ask your agent naturally. It handles the rest.
The outputs below are illustrative examples of the interaction pattern. Live results, latency, availability, and pricing vary by provider and request; use
sandbase_inspectbefore running a model or API to see its current schema and price.
"Search the web for React 19 new features"
Agent → SandBase Web Search → 10 results in 0.8s
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. "React 19 is Here: What's New" — react.dev
2. "React 19 Compiler Deep Dive" — Dan Abramov's blog
3. "Migrating to React 19" — Vercel Engineering
..."Get trending posts about AI on Twitter"
Agent → SandBase Twitter API → Top 10 posts
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. @karpathy: "LLMs are the new CPUs..." (45K ❤️)
2. @emollick: "Agent benchmarks just crossed..." (12K ❤️)
3. @swyx: "The MCP ecosystem is growing fast..." (8K ❤️)
..."Generate a minimalist logo for my startup 'NightOwl'"
Agent → SandBase Flux Image Gen → 1024x1024 PNG
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
✓ Generated: nightowl-logo.png
Style: Minimalist, dark theme
Cost: $0.003
Time: 2.1s"Scrape the pricing table from linear.app"
Agent → SandBase Firecrawl Scraper → Structured data
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
✓ Extracted 3 plans:
Free: $0/mo — Up to 250 issues
Standard: $8/user/mo — Unlimited issues + cycles
Plus: $14/user/mo — Advanced features + analytics"Use GPT-4o to review this pull request for issues"
Agent → SandBase GPT-4o → Analysis complete
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Found 2 issues:
⚠️ Race condition in useEffect (line 42)
⚠️ Missing error boundary around async component
✓ Type safety looks good
✓ Test coverage adequate"Create a 5-second product demo video"
Agent → SandBase Kling Video Gen → Async processing
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
⏳ Generating... (45s)
✓ Output: product-demo.mp4 (5s, 720p)
Cost: $0.10What'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 |
Preview the complete compatibility catalog without signing in or changing any files:
npx -y https://github.com/sandbaseai/cli/releases/download/v0.1.17/sandbaseai-cli-0.1.17.tgz catalog --json# Connect all detected clients at once
npx -y https://github.com/sandbaseai/cli/releases/download/v0.1.17/sandbaseai-cli-0.1.17.tgz connect
# Or target one specific client
npx -y https://github.com/sandbaseai/cli/releases/download/v0.1.17/sandbaseai-cli-0.1.17.tgz connect --client cursorHow It Works
┌─────────────────┐ ┌───────────────┐ ┌────────────────────┐
│ Your Agent │ MCP │ Local Bridge │ HTTPS │ SandBase API │
│ (Cursor, etc.) │────────▶│ (on-demand) │────────▶│ 2,000+ AI models │
│ │◀────────│ │◀────────│ │
└─────────────────┘ └───────────────┘ └────────────────────┘Run
connect→ CLI opens browser auth → you approveAPI key saved locally (file permissions
0600)MCP bridge configured for your client
Agent calls tools on-demand. No daemon. No background process.
Commands
CLI Commands
sandbase connect [--client <name>] # Authorize + configure
sandbase doctor [--client <name>] # Health check
sandbase unregister [--client <name>] # Remove configuration
sandbase catalog --json # List all supported clientsMCP Tools (available to your agent after connecting)
Tool | Purpose |
| Search all 2,000+ available AI models |
| Get input schema, pricing, and ready-to-use template |
| Execute a model or API endpoint |
| Poll status/result of an async run (video gen, etc.) |
| List your recent API calls with cost breakdown |
| Check account balance (free, no cost) |
Workflow your agent follows automatically:
discover → inspect → run1. sandbase_discover(q: "twitter search") → finds matching tools
2. sandbase_inspect(name: "twitter_timeline") → gets schema + pricing
3. sandbase_run(name: "twitter_timeline", ...) → executes and returns dataSecurity
Zero secrets in URLs or CLI args — OAuth device flow with PKCE
Restricted file permissions — Credentials stored with
0600Ownership-aware updates — Existing JSONC comments and user-managed MCP entries are preserved
Exact rollback — On failure or
unregister, only configuration owned by SandBase is removedRevoke anytime — One click in the SandBase Dashboard
Get Started
npx -y https://github.com/sandbaseai/cli/releases/download/v0.1.17/sandbaseai-cli-0.1.17.tgz connectThen ask your agent to do something it couldn't before.
If SandBase saves you setup time, star the repository — it helps more agent users discover the project.
Links
Community
Community-curated listings:
License
Apache-2.0
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