mgc-blackbox provides a trusted boundary for intent-safe execution of AI agents and scripts. It acts as a secure local runtime that validates intent, encrypts data, and runs sealed scripts in isolation. Designed for developers building autonomous AI agents that require strong security guarantees.
mgc-blackbox sits in PulseGate's Security & compliance platforms category. Safely executing untrusted AI agent code and scripts without risking system security or unintended actions. mgc-blackbox is an open-source project aimed at AI developers. The project is open source (MGC-Custom-License). The product ships for the command line, and it can be self-hosted.
Behind mgc-blackbox is zkeviny, and the product first shipped in 2026. The project is developed in the open on GitHub with 107 commits in the last 90 days. Among its 4 catalogued features are Secure Execution, Intent Validation, and Sealed Scripts. It exposes integrations via an MCP server.
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