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MCP server Β· Cloud

Superbox.ai

πŸ“¦ Discover, deploy and test MCPs in isolated sandboxes (for test: https://superbox-demo.netlify.app)

65Good

Scored 2 hours ago Β· breakdown

About Superbox.ai

Superbox.ai is an MCP server published by areebahmeddd in the Cloud category: πŸ“¦ Discover, deploy and test MCPs in isolated sandboxes (for test: https://superbox-demo.netlify.app).

The repository has 9 stars and 1 forks, with the last commit 3 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/areebahmeddd/superbox.ai

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

Static checks derived from the repository 2 hours ago. Heuristics on the source, not an audit.

  • βœ“README presentThe repository ships documentation.
  • βœ“License declaredUsable under a stated license.
  • βœ“Tests presentA test suite exists in the repository.
  • βœ“Dependencies pinnedA lockfile pins dependency versions.
  • βœ“No dynamic code executionSource scan found no eval, dynamic Function, or shell execution.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

Releases

0.6.00.6.0 Β· 15 Apr 2026What's Changed migrate from aws infra to cloudflare workers by @areebahmeddd in https://github.com/areebahmeddd/superbox.ai/pull/6 Full Changelog**: https://github.com/areebahmeddd/superbox.ai/compare/v0.5.0...0.6.0
v0.5.0v0.5.0 Β· 28 Feb 2026What's Changed feat: integrate Snyk vulnerability scanning by @areebahmeddd in https://github.com/areebahmeddd/superbox.ai/pull/5 Full Changelog**: https://github.com/areebahmeddd/superbox.ai/commits/v0.5.0

README

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CI PyPI version PyPI downloads Python Go License

🧰 SuperBox

SuperBox (inspired by Docker Hub) helps you discover, deploy, and test MCPs in isolated sandboxes ( Demo Video ). It includes:

  • 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)
  • A Golang (Gin) backend to list/get/create MCP servers with optional pricing and security reports
  • 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)

Why this project:

  • There's no centralized MCP registry to discover all MCPs, and many lack clear usage docs.
  • MCPs on our platform pass a 5-step security/quality check (SonarQube, Bandit, GitGuardian) to reduce vulnerabilities and promote best practices.
  • Unlike MCPs that run locally on your machine, MCP servers here execute in sandboxed environments and return responses securely.

Key Features

  • Central MCP Registry: R2-backed registry with per-server JSON for easy discovery and portability.
  • 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.
  • Security Pipeline (5-step): SonarQube, Bandit, and GitGuardian checks with a unified report.
  • One-Command Publish: superbox push scans, discovers tools, and uploads a unified record to R2.
  • Client Auto-Config: superbox pull --client cursor|vscode|... writes correct MCP config pointing to the Cloudflare Worker.
  • Terminal Runner: superbox run --name <server> starts an interactive prompt against the Cloudflare executor.
  • Live Logs: superbox logs --name <server> shows instructions for streaming logs via wrangler tail.
  • Tool Discovery: Regex-based discovery across Python code and optional Node package.json definitions.

πŸ“š Documentation

For complete documentation, setup guides, API references, and CLI usage:

πŸ”— https://superbox.1mindlabs.org/docs

πŸ“„ Research Paper

The IEEE research paper for SuperBox is available in the ieee/ directory:

πŸ—‚οΈ Project Structure

.
β”œβ”€β”€ docs/                       # Documentation (INSTALL.md, SETUP.md)
β”œβ”€β”€ ieee/                       # IEEE research paper (paper.pdf, paper.tex)
β”œβ”€β”€ src/
β”‚   └── superbox/
β”‚       β”œβ”€β”€ cli/                # CLI: init, auth, push, pull, run, search, inspect, test, logs
β”‚       β”‚   β”œβ”€β”€ commands/       # CLI subcommands
β”‚       β”‚   └── scanners/       # SonarCloud, Bandit, ggshield, tool-discovery
β”‚       β”œβ”€β”€ server/             # Golang (Gin) app + handlers
β”‚       β”‚   β”œβ”€β”€ handlers/       # servers, payment, auth, health
β”‚       β”‚   β”œβ”€β”€ models/         # Request/response types
β”‚       β”‚   β”œβ”€β”€ helpers/        # Python R2 helper
β”‚       β”‚   └── templates/      # Landing page
β”‚       └── shared/             # Config, models, R2/S3-compat utils
β”œβ”€β”€ pyproject.toml              # Project metadata & dependencies
β”œβ”€β”€ Dockerfile                  # Server container
β”œβ”€β”€ docker-compose.yaml         # Optional local stack
└── tests/                      # pytest suite - see tests/README.md

🌐 API Reference

The HTTP API provides endpoints for server management, authentication, and payments.

For complete API documentation, see: https://superbox.1mindlabs.org/docs/api

πŸ”§ CLI Overview

The SuperBox CLI provides commands for authentication, server management, and testing:

Authentication:

  • superbox auth register – Register a new account
  • superbox auth login – Log in (email/Google/GitHub)
  • superbox auth logout – Log out
  • superbox auth status – Check authentication status
  • superbox auth refresh – Refresh authentication token

Server Management:

  • superbox init – Initialize a new MCP server project
  • superbox push – Publish server to registry
  • superbox pull – Download and configure server for AI clients
  • superbox search – Search for servers in registry
  • superbox inspect – View server details and security report
  • superbox test – Test server directly from repository (without registry)

Execution & Monitoring:

  • superbox run – Run server in interactive mode
  • superbox logs – View server execution logs

For detailed CLI documentation and usage examples, see: https://superbox.1mindlabs.org/docs/cli

πŸ“¦ Installation

pip install superbox

See docs/INSTALL.md for complete installation instructions.

πŸ“„ License

This project is licensed under the MIT License.

πŸ‘₯ Authors

Core Contributors:

Acknowledgments:

README fetched from the repository 2 hours ago. The original is authoritative.

Questions

About Superbox.ai

How do I install Superbox.ai?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Superbox.ai safe to use with an AI agent?

Its trust score is 65 out of 100 (good). It passes 5 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Superbox.ai still maintained?

Yes β€” the last commit was 3 months ago. The repository has 9 stars and 1 forks and 2 open issues.