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align=\"center\"\u003e\n\n```text\n                          _                      _\n                         | |                    (_)\n___ _   _ _ __   ___ _ __| |__   _____  __  __ _ _\n/ __| | | | '_ \\ / _ \\ '__| '_ \\ / _ \\ \\/ / / _` | |\n\\__ \\ |_| | |_) |  __/ |  | |_) | (_) \u003e  \u003c | (_| | |\n|___/\\__,_| .__/ \\___|_|  |_.__/ \\___/_/\\_(_)__,_|_|\n         | |\n         |_|\n```\n\n\u003c/div\u003e\n\n\u003cdiv align=\"center\"\u003e\n\n[![CI](https://github.com/areebahmeddd/superbox.ai/actions/workflows/ci.yaml/badge.svg?branch=prod)](https://github.com/areebahmeddd/superbox.ai/actions/workflows/ci.yaml)\n[![PyPI version](https://img.shields.io/pypi/v/superbox)](https://pypi.org/project/superbox)\n[![PyPI downloads](https://img.shields.io/pypi/dm/superbox)](https://pypi.org/project/superbox)\n[![Python](https://img.shields.io/pypi/pyversions/superbox)](https://pypi.org/project/superbox)\n[![Go](https://img.shields.io/badge/go-1.26-00ADD8?logo=go\u0026logoColor=white)](https://go.dev)\n[![License](https://img.shields.io/github/license/areebahmeddd/superbox.ai)](LICENSE)\n\n\u003c/div\u003e\n\n# 🧰 SuperBox\n\n**SuperBox** (inspired by [Docker Hub](https://hub.docker.com)) helps you discover, deploy, and test MCPs in isolated sandboxes ( [Demo Video]() ). It includes:\n\n- A Python (Click) CLI to initialize metadata, run security scans, push to a registry (R2), search, and configure popular AI clients (VS Code, Cursor, Windsurf, Claude, ChatGPT)\n- A Golang (Gin) backend to list/get/create MCP servers with optional pricing and security reports\n- A Cloudflare Worker + Durable Object executor that runs MCP servers on demand directly from their Git repositories using a lightweight TypeScript interpreter (Cloudflare Workers blocks `eval()` and exceeds the WASM bundle size limit, making Pyodide unusable)\n\nWhy this project:\n\n- There's no centralized MCP registry to discover all MCPs, and many lack clear usage docs.\n- MCPs on our platform pass a 5-step security/quality check (SonarQube, Bandit, GitGuardian) to reduce vulnerabilities and promote best practices.\n- Unlike MCPs that run locally on your machine, MCP servers here execute in sandboxed environments and return responses securely.\n\n## Key Features\n\n- **Central MCP Registry**: R2-backed registry with per-server JSON for easy discovery and portability.\n- **Sandboxed Execution**: MCP servers run in Cloudflare Durable Objects and return responses securely. The executor supports `requests`-based HTTP tools; see `cloudflare/README.md` for the full scope.\n- **Security Pipeline (5-step)**: SonarQube, Bandit, and GitGuardian checks with a unified report.\n- **One-Command Publish**: `superbox push` scans, discovers tools, and uploads a unified record to R2.\n- **Client Auto-Config**: `superbox pull --client cursor|vscode|...` writes correct MCP config pointing to the Cloudflare Worker.\n- **Terminal Runner**: `superbox run --name \u003cserver\u003e` starts an interactive prompt against the Cloudflare executor.\n- **Live Logs**: `superbox logs --name \u003cserver\u003e` shows instructions for streaming logs via `wrangler tail`.\n- **Tool Discovery**: Regex-based discovery across Python code and optional Node `package.json` definitions.\n\n## 📚 Documentation\n\n**For complete documentation, setup guides, API references, and CLI usage:**\n\n🔗 **[https://superbox.1mindlabs.org/docs](https://superbox.1mindlabs.org/docs)**\n\n## 📄 Research Paper\n\nThe IEEE research paper for SuperBox is available in the [`ieee/`](ieee/) directory:\n\n- [`paper.pdf`](ieee/paper.pdf) – compiled paper\n- [`paper.tex`](ieee/paper.tex) – LaTeX source\n\n## 🗂️ Project Structure\n\n```text\n.\n├── docs/                       # Documentation (INSTALL.md, SETUP.md)\n├── ieee/                       # IEEE research paper (paper.pdf, paper.tex)\n├── src/\n│   └── superbox/\n│       ├── cli/                # CLI: init, auth, push, pull, run, search, inspect, test, logs\n│       │   ├── commands/       # CLI subcommands\n│       │   └── scanners/       # SonarCloud, Bandit, ggshield, tool-discovery\n│       ├── server/             # Golang (Gin) app + handlers\n│       │   ├── handlers/       # servers, payment, auth, health\n│       │   ├── models/         # Request/response types\n│       │   ├── helpers/        # Python R2 helper\n│       │   └── templates/      # Landing page\n│       └── shared/             # Config, models, R2/S3-compat utils\n├── pyproject.toml              # Project metadata \u0026 dependencies\n├── Dockerfile                  # Server container\n├── docker-compose.yaml         # Optional local stack\n└── tests/                      # pytest suite - see tests/README.md\n```\n\n## 🌐 API Reference\n\nThe HTTP API provides endpoints for server management, authentication, and payments.\n\nFor complete API documentation, see:\n[https://superbox.1mindlabs.org/docs/api](https://superbox.1mindlabs.org/docs/api)\n\n## 🔧 CLI Overview\n\nThe SuperBox CLI provides commands for authentication, server management, and testing:\n\n**Authentication:**\n\n- `superbox auth register` – Register a new account\n- `superbox auth login` – Log in (email/Google/GitHub)\n- `superbox auth logout` – Log out\n- `superbox auth status` – Check authentication status\n- `superbox auth refresh` – Refresh authentication token\n\n**Server Management:**\n\n- `superbox init` – Initialize a new MCP server project\n- `superbox push` – Publish server to registry\n- `superbox pull` – Download and configure server for AI clients\n- `superbox search` – Search for servers in registry\n- `superbox inspect` – View server details and security report\n- `superbox test` – Test server directly from repository (without registry)\n\n**Execution \u0026 Monitoring:**\n\n- `superbox run` – Run server in interactive mode\n- `superbox logs` – View server execution logs\n\nFor detailed CLI documentation and usage examples, see:\n[https://superbox.1mindlabs.org/docs/cli](https://superbox.1mindlabs.org/docs/cli)\n\n## 📦 Installation\n\n```bash\npip install superbox\n```\n\n- **PyPI:** [https://pypi.org/project/superbox](https://pypi.org/project/superbox)\n- **npm:** coming soon\n\nSee [docs/INSTALL.md](docs/INSTALL.md) for complete installation instructions.\n\n## 📄 License\n\nThis project is licensed under the [MIT License](LICENSE).\n\n## 👥 Authors\n\n**Core Contributors:**\n\n- [Areeb Ahmed](https://github.com/areebahmeddd)\n- [Amartya Anand](https://github.com/amarr07)\n- [Arush Verma](https://github.com/arush3218)\n- [Devansh Aryan](https://github.com/devansharyan123)\n\n**Acknowledgments:**\n\n- [Shivansh Karan](https://github.com/spacetesla)\n- [Rishi Chirchi](https://github.com/rishichirchi)\n- [Avantika Kesarwani](https://github.com/avii09)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fareebahmeddd%2Fsuperbox.ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fareebahmeddd%2Fsuperbox.ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fareebahmeddd%2Fsuperbox.ai/lists"}